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"book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-04", "titleI18n": { "zh": "The Transformer Architecture", "en": "The Transformer Architecture" }, "title": "The Transformer Architecture", "type": "section", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-24", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-04" }, { "id": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-05", "rawId": "book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-05", "titleI18n": { "zh": "Pretraining and Transfer Learning", "en": "Pretraining and Transfer Learning" }, "title": "Pretraining and Transfer Learning", "type": "section", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": 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"book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-03", "titleI18n": { "zh": "Simple Image Features", "en": "Simple Image Features" }, "title": "Simple Image Features", "type": "section", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-25", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-03" }, { "id": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-04", "rawId": "book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-04", "titleI18n": { "zh": "Classifying Images", "en": "Classifying Images" }, "title": "Classifying Images", "type": "section", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-25", 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"titleI18n": { "zh": "Planning Uncertain Movements", "en": "Planning Uncertain Movements" }, "title": "Planning Uncertain Movements", "type": "section", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-26", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-06" }, { "id": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-07", "rawId": "book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-07", "titleI18n": { "zh": "Reinforcement Learning in Robotics", "en": "Reinforcement Learning in Robotics" }, "title": "Reinforcement Learning in Robotics", "type": "section", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-26", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-07" }, { "id": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-08", "rawId": "book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-08", "titleI18n": { "zh": "Humans and Robots", "en": "Humans and Robots" }, "title": "Humans and Robots", "type": "section", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-26", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-08" }, { "id": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-09", "rawId": "book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-09", "titleI18n": { "zh": "Alternative Robotic Frameworks", "en": "Alternative Robotic Frameworks" }, "title": "Alternative Robotic Frameworks", "type": "section", "discipline": 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"book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-01", "titleI18n": { "zh": "The Limits of AI", "en": "The Limits of AI" }, "title": "The Limits of AI", "type": "section", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-27", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-01" }, { "id": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-02", "rawId": "book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-02", "titleI18n": { "zh": "Can Machines Really Think?", "en": "Can Machines Really Think?" }, "title": "Can Machines Really Think?", "type": "section", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-27", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-02" }, { "id": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-03", "rawId": "book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-03", "titleI18n": { "zh": "The Ethics of AI", "en": "The Ethics of AI" }, "title": "The Ethics of AI", "type": "section", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-27", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-03" }, { "id": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-01", "rawId": "book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-01", "titleI18n": { "zh": "AI Components", "en": "AI Components" }, "title": "AI Components", "type": "section", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-28", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-01" }, { "id": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-02", "rawId": "book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-02", "titleI18n": { "zh": "AI Architectures", "en": "AI Architectures" }, "title": "AI Architectures", "type": "section", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-28", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-02" }, { "id": "knowledge:ai-what-is-ai", "rawId": "ai-what-is-ai", "titleI18n": { "zh": "What Is AI?", "en": "What Is AI?" }, "title": "What Is AI?", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "beginner", "summary": "AI 可由人类/理性与思维/行为两个维度组合成四种经典定义路径。", "summaryI18n": { "zh": "AI 可由人类/理性与思维/行为两个维度组合成四种经典定义路径。", "en": "AI 可由人类/理性与思维/行为两个维度组合成四种经典定义路径。" }, "bookId": "book-ai-aima-4e", "chapterId": "ai-ch1", "sectionId": "ai-ch1-sec1-1" }, { "id": "knowledge:ai-turing-test", "rawId": "ai-turing-test", "titleI18n": { "zh": "Turing Test Approach", "en": "Turing Test Approach" }, "title": "Turing Test Approach", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "通过文本交互不可区分于人类来判定机器是否表现出智能。", "summaryI18n": { "zh": "通过文本交互不可区分于人类来判定机器是否表现出智能。", "en": "通过文本交互不可区分于人类来判定机器是否表现出智能。" }, "bookId": "book-ai-aima-4e", "chapterId": "ai-ch1", "sectionId": "ai-ch1-sec1-1-1" }, { "id": "knowledge:ai-cognitive-modeling", "rawId": "ai-cognitive-modeling", "titleI18n": { "zh": "Thinking Humanly: Cognitive Modeling", "en": "Thinking Humanly: Cognitive Modeling" }, "title": "Thinking Humanly: Cognitive Modeling", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "结合实验心理学与计算模型来刻画人的思维机制。", "summaryI18n": { "zh": "结合实验心理学与计算模型来刻画人的思维机制。", "en": "结合实验心理学与计算模型来刻画人的思维机制。" }, "bookId": "book-ai-aima-4e", "chapterId": "ai-ch1", "sectionId": "ai-ch1-sec1-1-2" }, { "id": "knowledge:ai-rational-agent", "rawId": "ai-rational-agent", "titleI18n": { "zh": "Rational Agent", "en": "Rational Agent" }, "title": "Rational Agent", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "理性智能体在不确定环境中选择期望结果最优的行动。", "summaryI18n": { "zh": "理性智能体在不确定环境中选择期望结果最优的行动。", "en": "理性智能体在不确定环境中选择期望结果最优的行动。" }, "bookId": "book-ai-aima-4e", "chapterId": "ai-ch1", "sectionId": "ai-ch1-sec1-1-4" }, { "id": "knowledge:ai-value-alignment", "rawId": "ai-value-alignment", "titleI18n": { "zh": "Value Alignment Problem", "en": "Value Alignment Problem" }, "title": "Value Alignment Problem", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "advanced", "summary": "高能力系统若目标与人类偏好不一致，可能优化出非预期行为。", "summaryI18n": { "zh": "高能力系统若目标与人类偏好不一致，可能优化出非预期行为。", "en": "高能力系统若目标与人类偏好不一致，可能优化出非预期行为。" }, "bookId": "book-ai-aima-4e", "chapterId": "ai-ch1", "sectionId": "ai-ch1-sec1-1-5" }, { "id": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-01-core", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-01-core", "titleI18n": { "zh": "Introduction", "en": "Introduction" }, "title": "Introduction", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Core ideas from chapter 1: Introduction", "summaryI18n": { "zh": "Core ideas from chapter 1: Introduction", "en": "Core ideas from chapter 1: Introduction" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-01", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-01-sec-01" }, { "id": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-01-sec-01", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-01-sec-01", "titleI18n": { "zh": "What Is AI?", "en": "What Is AI?" }, "title": "What Is AI?", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from Introduction: What Is AI?", "summaryI18n": { "zh": "Section-level concept from Introduction: What Is AI?", 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"taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from Adversarial Search and Games: Partially Observable Games", "summaryI18n": { "zh": "Section-level concept from Adversarial Search and Games: Partially Observable Games", "en": "Section-level concept from Adversarial Search and Games: Partially Observable Games" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-05", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-05-sec-06" }, { "id": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-05-sec-07", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-05-sec-07", "titleI18n": { "zh": "Limitations of Game Search Algorithms", "en": "Limitations of Game Search Algorithms" }, "title": "Limitations of Game Search Algorithms", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from Adversarial Search and Games: Limitations of Game Search Algorithms", "summaryI18n": { "zh": "Section-level concept from Adversarial Search and Games: Limitations of Game Search Algorithms", "en": "Section-level concept from Adversarial Search and Games: Limitations of Game Search Algorithms" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-05", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-05-sec-07" }, { "id": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-06-core", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-06-core", "titleI18n": { "zh": "Constraint Satisfaction Problems", "en": "Constraint Satisfaction Problems" }, "title": "Constraint Satisfaction Problems", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Core ideas from chapter 6: Constraint Satisfaction Problems", "summaryI18n": { "zh": "Core ideas from chapter 6: Constraint Satisfaction Problems", "en": "Core ideas from chapter 6: Constraint Satisfaction Problems" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-06", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-01" }, { "id": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-01", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-01", "titleI18n": { "zh": "Defining Constraint Satisfaction Problems", "en": "Defining Constraint Satisfaction Problems" }, "title": "Defining Constraint Satisfaction Problems", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from Constraint Satisfaction Problems: Defining Constraint Satisfaction Problems", "summaryI18n": { "zh": "Section-level concept from Constraint Satisfaction Problems: Defining Constraint Satisfaction Problems", "en": "Section-level concept from Constraint Satisfaction Problems: Defining Constraint Satisfaction Problems" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-06", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-01" }, { "id": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-02", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-02", "titleI18n": { "zh": "Constraint Propagation: Inference in CSPs", "en": "Constraint Propagation: Inference in CSPs" }, "title": "Constraint Propagation: Inference in CSPs", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from Constraint Satisfaction Problems: Constraint Propagation: Inference in CSPs", "summaryI18n": { "zh": "Section-level concept from Constraint Satisfaction Problems: Constraint Propagation: Inference in CSPs", "en": "Section-level concept from Constraint Satisfaction Problems: Constraint Propagation: Inference in CSPs" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-06", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-02" }, { "id": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-03", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-03", "titleI18n": { "zh": "Backtracking Search for CSPs", "en": "Backtracking Search for CSPs" }, "title": "Backtracking Search for CSPs", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from Constraint Satisfaction Problems: Backtracking Search for CSPs", "summaryI18n": { "zh": "Section-level concept from Constraint Satisfaction Problems: Backtracking Search for CSPs", "en": "Section-level concept from Constraint Satisfaction Problems: Backtracking Search for CSPs" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-06", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-03" }, { "id": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-04", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-04", "titleI18n": { "zh": "Local Search for CSPs", "en": "Local Search for CSPs" 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Problems", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from Constraint Satisfaction Problems: The Structure of Problems", "summaryI18n": { "zh": "Section-level concept from Constraint Satisfaction Problems: The Structure of Problems", "en": "Section-level concept from Constraint Satisfaction Problems: The Structure of Problems" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-06", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-05" }, { "id": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-07-core", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-07-core", "titleI18n": { "zh": "Logical Agents", "en": "Logical Agents" }, "title": "Logical Agents", "type": "knowledge", "discipline": 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Logical Agents: Knowledge-Based Agents", "summaryI18n": { "zh": "Section-level concept from Logical Agents: Knowledge-Based Agents", "en": "Section-level concept from Logical Agents: Knowledge-Based Agents" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-07", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-01" }, { "id": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-02", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-02", "titleI18n": { "zh": "The Wumpus World", "en": "The Wumpus World" }, "title": "The Wumpus World", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from Logical Agents: The Wumpus World", "summaryI18n": { "zh": "Section-level concept from Logical Agents: The Wumpus World", "en": "Section-level concept from Logical Agents: The Wumpus World" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-07", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-02" }, { "id": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-03", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-03", "titleI18n": { "zh": "Logic", "en": "Logic" }, "title": "Logic", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from Logical Agents: Logic", "summaryI18n": { "zh": "Section-level concept from Logical Agents: Logic", "en": "Section-level concept from Logical Agents: Logic" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": 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"bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-07", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-06" }, { "id": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-07", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-07", "titleI18n": { "zh": "Agents Based on Propositional Logic", "en": "Agents Based on Propositional Logic" }, "title": "Agents Based on Propositional Logic", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from Logical Agents: Agents Based on Propositional Logic", "summaryI18n": { "zh": "Section-level concept from Logical Agents: Agents Based on Propositional Logic", "en": "Section-level concept from Logical Agents: Agents Based on Propositional Logic" }, "bookId": 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"id": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-08-sec-02", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-08-sec-02", "titleI18n": { "zh": "Syntax and Semantics of First-Order Logic", "en": "Syntax and Semantics of First-Order Logic" }, "title": "Syntax and Semantics of First-Order Logic", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from First-Order Logic: Syntax and Semantics of First-Order Logic", "summaryI18n": { "zh": "Section-level concept from First-Order Logic: Syntax and Semantics of First-Order Logic", "en": "Section-level concept from First-Order Logic: Syntax and Semantics of First-Order Logic" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-08", "sectionId": 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"knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-08-sec-04", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-08-sec-04", "titleI18n": { "zh": "Knowledge Engineering in First-Order Logic", "en": "Knowledge Engineering in First-Order Logic" }, "title": "Knowledge Engineering in First-Order Logic", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from First-Order Logic: Knowledge Engineering in First-Order Logic", "summaryI18n": { "zh": "Section-level concept from First-Order Logic: Knowledge Engineering in First-Order Logic", "en": "Section-level concept from First-Order Logic: Knowledge Engineering in First-Order Logic" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-08", "sectionId": 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"knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-09-sec-01", "rawId": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-09-sec-01", "titleI18n": { "zh": "Propositional vs. First-Order Inference", "en": "Propositional vs. First-Order Inference" }, "title": "Propositional vs. First-Order Inference", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from Inference in First-Order Logic: Propositional vs. First-Order Inference", "summaryI18n": { "zh": "Section-level concept from Inference in First-Order Logic: Propositional vs. First-Order Inference", "en": "Section-level concept from Inference in First-Order Logic: Propositional vs. First-Order Inference" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-09", "sectionId": 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"k-book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-02", "titleI18n": { "zh": "AI Architectures", "en": "AI Architectures" }, "title": "AI Architectures", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "Section-level concept from The Future of AI: AI Architectures", "summaryI18n": { "zh": "Section-level concept from The Future of AI: AI Architectures", "en": "Section-level concept from The Future of AI: AI Architectures" }, "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "chapterId": "book-pdf-artificial-intelligence-a-modern-approach-ch-28", "sectionId": "book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-02" }, { "id": "knowledge:k-big-o-notation", "rawId": "k-big-o-notation", "titleI18n": { "zh": "大O记号", "en": "大O记号" }, "title": "大O记号", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "computer-science", "knowledgeType": "concept", "difficulty": "beginner", "summary": "刻画算法增长阶的渐进上界。", "summaryI18n": { "zh": "刻画算法增长阶的渐进上界。", "en": "刻画算法增长阶的渐进上界。" }, "bookId": "book-cs-foundations", "chapterId": "cs-ch1", "sectionId": "cs-ch1-sec1" }, { "id": "knowledge:k-divide-and-conquer", "rawId": "k-divide-and-conquer", "titleI18n": { "zh": "分治法", "en": "分治法" }, "title": "分治法", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "computer-science", "knowledgeType": "method", "difficulty": "intermediate", "summary": "将问题拆解为子问题递归求解后再合并。", "summaryI18n": { "zh": "将问题拆解为子问题递归求解后再合并。", "en": "将问题拆解为子问题递归求解后再合并。" }, "bookId": "book-cs-foundations", "chapterId": "cs-ch1", "sectionId": "cs-ch1-sec2" }, { "id": "knowledge:k-backpropagation", "rawId": "k-backpropagation", "titleI18n": { "zh": "反向传播算法", "en": "反向传播算法" }, "title": "反向传播算法", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "algorithm", "difficulty": "intermediate", "summary": "利用链式法则高效计算神经网络参数梯度。", "summaryI18n": { "zh": "利用链式法则高效计算神经网络参数梯度。", "en": "利用链式法则高效计算神经网络参数梯度。" }, "bookId": "book-cs-foundations", "chapterId": "cs-ch2", "sectionId": "cs-ch2-sec1" }, { "id": "knowledge:k-convolutional-neural-network", "rawId": "k-convolutional-neural-network", "titleI18n": { "zh": "卷积神经网络", "en": "卷积神经网络" }, "title": "卷积神经网络", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "knowledgeType": "model", "difficulty": "intermediate", "summary": "通过局部感受野与参数共享提取空间结构特征。", "summaryI18n": { "zh": "通过局部感受野与参数共享提取空间结构特征。", "en": "通过局部感受野与参数共享提取空间结构特征。" }, "bookId": "book-cs-foundations", "chapterId": "cs-ch2", "sectionId": "cs-ch2-sec2" }, { "id": "knowledge:semantic-html", "rawId": "semantic-html", "titleI18n": { "zh": "Semantic HTML", "en": "Semantic HTML" }, "title": "Semantic HTML", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "linguistics", "knowledgeType": "concept", "difficulty": "beginner", "summary": "使用语义化标签提升结构清晰度、可访问性与可检索性。", "summaryI18n": { "zh": "使用语义化标签提升结构清晰度、可访问性与可检索性。", "en": "使用语义化标签提升结构清晰度、可访问性与可检索性。" }, "bookId": "book-frontend-foundations", "chapterId": "fe-ch1", "sectionId": "fe-ch1-sec1" }, { "id": "knowledge:css-flexbox", "rawId": "css-flexbox", "titleI18n": { "zh": "CSS Flexbox", "en": "CSS Flexbox" }, "title": "CSS Flexbox", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "computer-science", "knowledgeType": "method", "difficulty": "beginner", "summary": "一维布局系统，用于排列、对齐和换行。", "summaryI18n": { "zh": "一维布局系统，用于排列、对齐和换行。", "en": "一维布局系统，用于排列、对齐和换行。" }, "bookId": "book-frontend-foundations", "chapterId": "fe-ch1", "sectionId": "fe-ch1-sec2" }, { "id": "knowledge:css-animation", "rawId": "css-animation", "titleI18n": { "zh": "CSS Animation", "en": "CSS Animation" }, "title": "CSS Animation", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "computer-science", "knowledgeType": "method", "difficulty": "intermediate", "summary": "通过 keyframes 与 transform 构建连续或状态动画。", "summaryI18n": { "zh": "通过 keyframes 与 transform 构建连续或状态动画。", "en": "通过 keyframes 与 transform 构建连续或状态动画。" }, "bookId": "book-frontend-foundations", "chapterId": "fe-ch1", "sectionId": "fe-ch1-sec3" }, { "id": "knowledge:project-cat-photo-gallery", "rawId": "project-cat-photo-gallery", "titleI18n": { "zh": "Cat Photo Gallery", "en": "Cat Photo Gallery" }, "title": "Cat Photo Gallery", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "computer-science", "knowledgeType": "model", "difficulty": "beginner", "summary": "用于练习语义结构和 Flex 布局的项目知识点。", "summaryI18n": { "zh": "用于练习语义结构和 Flex 布局的项目知识点。", "en": "用于练习语义结构和 Flex 布局的项目知识点。" }, "bookId": "book-frontend-foundations", "chapterId": "fe-ch2", "sectionId": "fe-ch2-sec1" }, { "id": "knowledge:project-ferris-wheel", "rawId": "project-ferris-wheel", "titleI18n": { "zh": "Ferris Wheel", "en": "Ferris Wheel" }, "title": "Ferris Wheel", "type": "knowledge", "discipline": "computer-science", "taxonomyDomain": "computer-science", "knowledgeType": "model", "difficulty": "intermediate", "summary": "用于练习 transform、timing、keyframes 的动画项目。", "summaryI18n": { "zh": "用于练习 transform、timing、keyframes 的动画项目。", "en": "用于练习 transform、timing、keyframes 的动画项目。" }, "bookId": "book-frontend-foundations", "chapterId": "fe-ch2", "sectionId": "fe-ch2-sec2" }, { "id": "knowledge:k-epsilon-delta-proof", "rawId": "k-epsilon-delta-proof", "titleI18n": { "zh": "ε-δ证明模板", "en": "ε-δ证明模板" }, "title": "ε-δ证明模板", "type": "knowledge", "discipline": "mathematics", "taxonomyDomain": "mathematics", "knowledgeType": "method", "difficulty": "intermediate", "summary": "将直觉性逼近转化为可验证的量化证明流程。", "summaryI18n": { "zh": "将直觉性逼近转化为可验证的量化证明流程。", "en": "将直觉性逼近转化为可验证的量化证明流程。" }, "bookId": "book-math-analysis", "chapterId": "math-ch1", "sectionId": "math-ch1-sec1" }, { "id": "knowledge:k-limit-definition", "rawId": "k-limit-definition", "titleI18n": { "zh": "函数极限定义", "en": "函数极限定义" }, "title": "函数极限定义", "type": "knowledge", "discipline": "mathematics", "taxonomyDomain": "mathematics", "knowledgeType": "concept", "difficulty": "beginner", "summary": "通过邻域逼近刻画自变量趋近某点时函数值的行为。", "summaryI18n": { "zh": "通过邻域逼近刻画自变量趋近某点时函数值的行为。", "en": "通过邻域逼近刻画自变量趋近某点时函数值的行为。" }, "bookId": "book-math-analysis", "chapterId": "math-ch1", "sectionId": "math-ch1-sec1" }, { "id": "knowledge:k-derivative-definition", "rawId": "k-derivative-definition", "titleI18n": { "zh": "导数定义", "en": "导数定义" }, "title": "导数定义", "type": "knowledge", "discipline": "mathematics", "taxonomyDomain": "mathematics", "knowledgeType": "concept", "difficulty": "beginner", "summary": "导数是函数在一点处变化率的极限。", "summaryI18n": { "zh": "导数是函数在一点处变化率的极限。", "en": "导数是函数在一点处变化率的极限。" }, "bookId": "book-math-analysis", "chapterId": "math-ch1", "sectionId": "math-ch1-sec2" }, { "id": "knowledge:k-fourier-transform", "rawId": "k-fourier-transform", "titleI18n": { "zh": "傅里叶变换", "en": "傅里叶变换" }, "title": "傅里叶变换", "type": "knowledge", "discipline": "mathematics", "taxonomyDomain": "mathematics", "knowledgeType": "concept", "difficulty": "intermediate", "summary": "将时域信号映射到频域，以分解频率成分。", "summaryI18n": { "zh": "将时域信号映射到频域，以分解频率成分。", "en": "将时域信号映射到频域，以分解频率成分。" }, "bookId": "book-math-analysis", "chapterId": "math-ch2", "sectionId": "math-ch2-sec1" }, { "id": "knowledge:k-newton-second-law", "rawId": "k-newton-second-law", "titleI18n": { "zh": "牛顿第二定律", "en": "牛顿第二定律" }, "title": "牛顿第二定律", "type": "knowledge", "discipline": "physics", "taxonomyDomain": "physics", "knowledgeType": "law", "difficulty": "beginner", "summary": "力等于质量与加速度的乘积，刻画动力学核心关系。", "summaryI18n": { "zh": "力等于质量与加速度的乘积，刻画动力学核心关系。", "en": "力等于质量与加速度的乘积，刻画动力学核心关系。" }, "bookId": "book-physics-mechanics", "chapterId": "phy-ch1", "sectionId": "phy-ch1-sec1" }, { "id": "knowledge:k-momentum-conservation", "rawId": "k-momentum-conservation", "titleI18n": { "zh": "动量守恒", "en": "动量守恒" }, "title": "动量守恒", "type": "knowledge", "discipline": "physics", "taxonomyDomain": "physics", "knowledgeType": "law", "difficulty": "intermediate", "summary": "孤立系统总动量保持不变。", "summaryI18n": { "zh": "孤立系统总动量保持不变。", "en": "孤立系统总动量保持不变。" }, "bookId": "book-physics-mechanics", "chapterId": "phy-ch1", "sectionId": "phy-ch1-sec2" }, { "id": "knowledge:k-maxwell-equations", "rawId": "k-maxwell-equations", "titleI18n": { "zh": "麦克斯韦方程组", "en": "麦克斯韦方程组" }, "title": "麦克斯韦方程组", "type": "knowledge", "discipline": "physics", "taxonomyDomain": "physics", "knowledgeType": "theory", "difficulty": "advanced", "summary": "统一描述电场与磁场的生成、耦合与传播。", "summaryI18n": { "zh": "统一描述电场与磁场的生成、耦合与传播。", "en": "统一描述电场与磁场的生成、耦合与传播。" }, "bookId": "book-physics-mechanics", "chapterId": "phy-ch2", "sectionId": "phy-ch2-sec1" } ], "edges": [ { "source": "book:book-math-analysis", "target": "chapter:math-ch1", "type": "has_chapter", "reason": "数学分析导论 包含章节 极限与连续", "reasonI18n": { "zh": "数学分析导论 包含章节 极限与连续", "en": "数学分析导论 包含章节 极限与连续" } }, { "source": "book:book-math-analysis", "target": "chapter:math-ch2", "type": "has_chapter", "reason": "数学分析导论 包含章节 线性代数与变换", "reasonI18n": { "zh": "数学分析导论 包含章节 线性代数与变换", "en": "数学分析导论 包含章节 线性代数与变换" } }, { "source": "book:book-physics-mechanics", "target": "chapter:phy-ch1", "type": "has_chapter", "reason": "经典力学基础 包含章节 牛顿体系", "reasonI18n": { "zh": "经典力学基础 包含章节 牛顿体系", "en": "经典力学基础 包含章节 牛顿体系" } }, { "source": "book:book-physics-mechanics", "target": "chapter:phy-ch2", "type": "has_chapter", "reason": "经典力学基础 包含章节 电磁与波动", "reasonI18n": { "zh": "经典力学基础 包含章节 电磁与波动", "en": "经典力学基础 包含章节 电磁与波动" } }, { "source": "book:book-cs-foundations", "target": "chapter:cs-ch1", "type": "has_chapter", "reason": "计算机科学基础 包含章节 算法分析", "reasonI18n": { "zh": "计算机科学基础 包含章节 算法分析", "en": "计算机科学基础 包含章节 算法分析" } }, { "source": "book:book-cs-foundations", "target": "chapter:cs-ch2", "type": "has_chapter", "reason": "计算机科学基础 包含章节 机器学习", "reasonI18n": { "zh": "计算机科学基础 包含章节 机器学习", "en": "计算机科学基础 包含章节 机器学习" } 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"reason": "Artificial Intelligence A Modern Approach 包含章节 Solving Problems by Searching", "reasonI18n": { "zh": "Artificial Intelligence A Modern Approach 包含章节 Solving Problems by Searching", "en": "Artificial Intelligence A Modern Approach 包含章节 Solving Problems by Searching" } }, { "source": "book:book-pdf-artificial-intelligence-a-modern-approach", "target": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-04", "type": "has_chapter", "reason": "Artificial Intelligence A Modern Approach 包含章节 Search in Complex Environments", "reasonI18n": { "zh": "Artificial Intelligence A Modern Approach 包含章节 Search in Complex Environments", "en": "Artificial Intelligence A Modern Approach 包含章节 Search in Complex Environments" } }, { "source": "book:book-pdf-artificial-intelligence-a-modern-approach", "target": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-05", "type": "has_chapter", "reason": "Artificial Intelligence A Modern Approach 包含章节 Adversarial Search and Games", "reasonI18n": { "zh": "Artificial Intelligence A Modern Approach 包含章节 Adversarial Search and Games", "en": "Artificial Intelligence A Modern Approach 包含章节 Adversarial Search and Games" } }, { "source": "book:book-pdf-artificial-intelligence-a-modern-approach", "target": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-06", "type": "has_chapter", "reason": "Artificial Intelligence A Modern Approach 包含章节 Constraint Satisfaction Problems", "reasonI18n": { "zh": "Artificial Intelligence A Modern Approach 包含章节 Constraint Satisfaction Problems", "en": "Artificial Intelligence A Modern Approach 包含章节 Constraint Satisfaction Problems" } }, { "source": "book:book-pdf-artificial-intelligence-a-modern-approach", "target": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-07", "type": "has_chapter", "reason": "Artificial Intelligence A Modern Approach 包含章节 Logical Agents", "reasonI18n": { "zh": "Artificial Intelligence A Modern Approach 包含章节 Logical Agents", "en": "Artificial Intelligence A Modern Approach 包含章节 Logical Agents" } }, { "source": "book:book-pdf-artificial-intelligence-a-modern-approach", "target": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-08", "type": "has_chapter", "reason": "Artificial Intelligence A Modern Approach 包含章节 First-Order Logic", "reasonI18n": { "zh": "Artificial Intelligence A Modern Approach 包含章节 First-Order Logic", "en": "Artificial Intelligence A Modern Approach 包含章节 First-Order Logic" } }, { "source": "book:book-pdf-artificial-intelligence-a-modern-approach", "target": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-09", "type": "has_chapter", "reason": "Artificial Intelligence A Modern Approach 包含章节 Inference in First-Order Logic", "reasonI18n": { "zh": "Artificial Intelligence A Modern Approach 包含章节 Inference in First-Order Logic", "en": "Artificial Intelligence A Modern Approach 包含章节 Inference in First-Order Logic" } }, { "source": 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Environments 包含小节 Local Search in Continuous Spaces", "reasonI18n": { "zh": "Search in Complex Environments 包含小节 Local Search in Continuous Spaces", "en": "Search in Complex Environments 包含小节 Local Search in Continuous Spaces" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-04", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-04-sec-03", "type": "has_section", "reason": "Search in Complex Environments 包含小节 Search with Nondeterministic Actions", "reasonI18n": { "zh": "Search in Complex Environments 包含小节 Search with Nondeterministic Actions", "en": "Search in Complex Environments 包含小节 Search with Nondeterministic Actions" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-04", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-04-sec-04", "type": "has_section", "reason": "Search in Complex Environments 包含小节 Search in Partially Observable Environments", "reasonI18n": { "zh": "Search in Complex Environments 包含小节 Search in Partially Observable Environments", "en": "Search in Complex Environments 包含小节 Search in Partially Observable Environments" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-04", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-04-sec-05", "type": "has_section", "reason": "Search in Complex Environments 包含小节 Online Search Agents and Unknown Environments", "reasonI18n": { "zh": "Search in Complex Environments 包含小节 Online Search Agents and Unknown Environments", "en": "Search in Complex Environments 包含小节 Online Search Agents and Unknown Environments" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-05", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-05-sec-01", "type": "has_section", "reason": "Adversarial Search and Games 包含小节 Game Theory", "reasonI18n": { "zh": "Adversarial Search and Games 包含小节 Game Theory", "en": "Adversarial Search and Games 包含小节 Game Theory" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-05", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-05-sec-02", "type": "has_section", "reason": "Adversarial Search and Games 包含小节 Optimal Decisions in Games", "reasonI18n": { "zh": "Adversarial Search and Games 包含小节 Optimal Decisions in Games", "en": "Adversarial Search and Games 包含小节 Optimal Decisions in Games" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-05", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-05-sec-03", "type": "has_section", "reason": "Adversarial Search and Games 包含小节 Heuristic Alpha–Beta Tree Search", "reasonI18n": { "zh": "Adversarial Search and Games 包含小节 Heuristic Alpha–Beta Tree Search", "en": "Adversarial Search and Games 包含小节 Heuristic Alpha–Beta Tree Search" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-05", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-05-sec-04", "type": "has_section", "reason": "Adversarial Search and Games 包含小节 Monte Carlo Tree Search", "reasonI18n": { "zh": "Adversarial Search and Games 包含小节 Monte Carlo Tree Search", "en": "Adversarial Search and Games 包含小节 Monte Carlo Tree Search" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-05", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-05-sec-05", "type": "has_section", "reason": "Adversarial Search and Games 包含小节 Stochastic Games", "reasonI18n": { "zh": "Adversarial Search and Games 包含小节 Stochastic Games", "en": "Adversarial Search and Games 包含小节 Stochastic Games" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-05", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-05-sec-06", "type": "has_section", "reason": "Adversarial Search and Games 包含小节 Partially Observable Games", "reasonI18n": { "zh": "Adversarial Search and Games 包含小节 Partially Observable Games", "en": "Adversarial Search and Games 包含小节 Partially Observable Games" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-05", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-05-sec-07", "type": "has_section", "reason": "Adversarial Search and Games 包含小节 Limitations of Game Search Algorithms", "reasonI18n": { "zh": "Adversarial Search and Games 包含小节 Limitations of Game Search Algorithms", "en": "Adversarial Search and Games 包含小节 Limitations of Game Search Algorithms" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-06", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-01", "type": "has_section", "reason": "Constraint Satisfaction Problems 包含小节 Defining Constraint Satisfaction Problems", "reasonI18n": { "zh": "Constraint Satisfaction Problems 包含小节 Defining Constraint Satisfaction Problems", "en": "Constraint Satisfaction Problems 包含小节 Defining Constraint Satisfaction Problems" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-06", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-02", "type": "has_section", "reason": "Constraint Satisfaction Problems 包含小节 Constraint Propagation: Inference in CSPs", "reasonI18n": { "zh": "Constraint Satisfaction Problems 包含小节 Constraint Propagation: Inference in CSPs", "en": "Constraint Satisfaction Problems 包含小节 Constraint Propagation: Inference in CSPs" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-06", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-03", "type": "has_section", "reason": "Constraint Satisfaction Problems 包含小节 Backtracking Search for CSPs", "reasonI18n": { "zh": "Constraint Satisfaction Problems 包含小节 Backtracking Search for CSPs", "en": "Constraint Satisfaction Problems 包含小节 Backtracking Search for CSPs" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-06", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-04", "type": "has_section", "reason": "Constraint Satisfaction Problems 包含小节 Local Search for CSPs", "reasonI18n": { "zh": "Constraint Satisfaction Problems 包含小节 Local Search for CSPs", "en": "Constraint Satisfaction Problems 包含小节 Local Search for CSPs" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-06", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-06-sec-05", "type": "has_section", "reason": "Constraint Satisfaction Problems 包含小节 The Structure of Problems", "reasonI18n": { "zh": "Constraint Satisfaction Problems 包含小节 The Structure of Problems", "en": "Constraint Satisfaction Problems 包含小节 The Structure of Problems" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-07", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-01", "type": "has_section", "reason": "Logical Agents 包含小节 Knowledge-Based Agents", "reasonI18n": { "zh": "Logical Agents 包含小节 Knowledge-Based Agents", "en": "Logical Agents 包含小节 Knowledge-Based Agents" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-07", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-02", "type": "has_section", "reason": "Logical Agents 包含小节 The Wumpus World", "reasonI18n": { "zh": "Logical Agents 包含小节 The Wumpus World", "en": "Logical Agents 包含小节 The Wumpus World" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-07", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-03", "type": "has_section", "reason": "Logical Agents 包含小节 Logic", "reasonI18n": { "zh": "Logical Agents 包含小节 Logic", "en": "Logical Agents 包含小节 Logic" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-07", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-04", "type": "has_section", "reason": "Logical Agents 包含小节 Propositional Logic: A V ery Simple Logic", "reasonI18n": { "zh": "Logical Agents 包含小节 Propositional Logic: A V ery Simple Logic", "en": "Logical Agents 包含小节 Propositional Logic: A V ery Simple Logic" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-07", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-05", "type": "has_section", "reason": "Logical Agents 包含小节 Propositional Theorem Proving", "reasonI18n": { "zh": "Logical Agents 包含小节 Propositional Theorem Proving", "en": "Logical Agents 包含小节 Propositional Theorem Proving" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-07", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-06", "type": "has_section", "reason": "Logical Agents 包含小节 Effective Propositional Model Checking", "reasonI18n": { "zh": "Logical Agents 包含小节 Effective Propositional Model Checking", "en": "Logical Agents 包含小节 Effective Propositional Model Checking" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-07", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-07-sec-07", "type": "has_section", "reason": "Logical Agents 包含小节 Agents Based on Propositional Logic", "reasonI18n": { "zh": "Logical Agents 包含小节 Agents Based on Propositional Logic", "en": "Logical Agents 包含小节 Agents Based on Propositional Logic" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-08", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-08-sec-01", "type": "has_section", "reason": "First-Order Logic 包含小节 Representation Revisited", "reasonI18n": { "zh": "First-Order Logic 包含小节 Representation Revisited", "en": "First-Order Logic 包含小节 Representation Revisited" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-08", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-08-sec-02", "type": "has_section", "reason": "First-Order Logic 包含小节 Syntax and Semantics of First-Order Logic", "reasonI18n": { "zh": "First-Order Logic 包含小节 Syntax and Semantics of First-Order Logic", "en": "First-Order Logic 包含小节 Syntax and Semantics of First-Order Logic" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-08", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-08-sec-03", "type": "has_section", "reason": "First-Order Logic 包含小节 Using First-Order Logic", "reasonI18n": { "zh": "First-Order Logic 包含小节 Using First-Order Logic", "en": "First-Order Logic 包含小节 Using First-Order Logic" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-08", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-08-sec-04", "type": "has_section", "reason": "First-Order Logic 包含小节 Knowledge Engineering in First-Order Logic", "reasonI18n": { "zh": "First-Order Logic 包含小节 Knowledge Engineering in First-Order Logic", "en": "First-Order Logic 包含小节 Knowledge Engineering in First-Order Logic" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-09", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-09-sec-01", "type": "has_section", "reason": "Inference in First-Order Logic 包含小节 Propositional vs. First-Order Inference", "reasonI18n": { "zh": "Inference in First-Order Logic 包含小节 Propositional vs. First-Order Inference", "en": "Inference in First-Order Logic 包含小节 Propositional vs. First-Order Inference" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-09", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-09-sec-02", "type": "has_section", "reason": "Inference in First-Order Logic 包含小节 Unification and First-Order Inference", "reasonI18n": { "zh": "Inference in First-Order Logic 包含小节 Unification and First-Order Inference", "en": "Inference in First-Order Logic 包含小节 Unification and First-Order Inference" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-09", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-09-sec-03", "type": "has_section", "reason": "Inference in First-Order Logic 包含小节 Forward Chaining", "reasonI18n": { "zh": "Inference in First-Order Logic 包含小节 Forward Chaining", "en": "Inference in First-Order Logic 包含小节 Forward Chaining" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-09", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-09-sec-04", "type": "has_section", "reason": "Inference in First-Order Logic 包含小节 Backward Chaining", "reasonI18n": { "zh": "Inference in First-Order Logic 包含小节 Backward Chaining", "en": "Inference in First-Order Logic 包含小节 Backward Chaining" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-09", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-09-sec-05", "type": "has_section", "reason": "Inference in First-Order Logic 包含小节 Resolution", "reasonI18n": { "zh": "Inference in First-Order Logic 包含小节 Resolution", "en": "Inference in First-Order Logic 包含小节 Resolution" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-10", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-10-sec-01", "type": "has_section", "reason": "Knowledge Representation 包含小节 Ontological Engineering", "reasonI18n": { "zh": "Knowledge Representation 包含小节 Ontological Engineering", "en": "Knowledge Representation 包含小节 Ontological Engineering" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-10", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-10-sec-02", "type": "has_section", "reason": "Knowledge Representation 包含小节 Categories and Objects", "reasonI18n": { "zh": "Knowledge Representation 包含小节 Categories and Objects", "en": "Knowledge Representation 包含小节 Categories and Objects" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-10", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-10-sec-03", "type": "has_section", "reason": "Knowledge Representation 包含小节 Events", "reasonI18n": { "zh": "Knowledge Representation 包含小节 Events", "en": "Knowledge Representation 包含小节 Events" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-10", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-10-sec-04", "type": "has_section", "reason": "Knowledge Representation 包含小节 Mental Objects and Modal Logic", "reasonI18n": { "zh": "Knowledge Representation 包含小节 Mental Objects and Modal Logic", "en": "Knowledge Representation 包含小节 Mental Objects and Modal Logic" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-10", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-10-sec-05", "type": "has_section", "reason": "Knowledge Representation 包含小节 Reasoning Systems for Categories", "reasonI18n": { "zh": "Knowledge Representation 包含小节 Reasoning Systems for Categories", "en": "Knowledge Representation 包含小节 Reasoning Systems for Categories" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-10", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-10-sec-06", "type": "has_section", "reason": "Knowledge Representation 包含小节 Reasoning with Default Information", "reasonI18n": { "zh": "Knowledge Representation 包含小节 Reasoning with Default Information", "en": "Knowledge Representation 包含小节 Reasoning with Default Information" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-11", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-11-sec-01", "type": "has_section", "reason": "Automated Planning 包含小节 Definition of Classical Planning", "reasonI18n": { "zh": "Automated Planning 包含小节 Definition of Classical Planning", "en": "Automated Planning 包含小节 Definition of Classical Planning" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-11", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-11-sec-02", "type": "has_section", "reason": "Automated Planning 包含小节 Algorithms for Classical Planning", "reasonI18n": { "zh": "Automated Planning 包含小节 Algorithms for Classical Planning", "en": "Automated Planning 包含小节 Algorithms for Classical Planning" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-11", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-11-sec-03", "type": "has_section", "reason": "Automated Planning 包含小节 Heuristics for Planning", "reasonI18n": { "zh": "Automated Planning 包含小节 Heuristics for Planning", "en": "Automated Planning 包含小节 Heuristics for Planning" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-11", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-11-sec-04", "type": "has_section", "reason": "Automated Planning 包含小节 Hierarchical Planning", "reasonI18n": { "zh": "Automated Planning 包含小节 Hierarchical Planning", "en": "Automated Planning 包含小节 Hierarchical Planning" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-11", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-11-sec-05", "type": "has_section", "reason": "Automated Planning 包含小节 Planning and Acting in Nondeterministic Domains", "reasonI18n": { "zh": "Automated Planning 包含小节 Planning and Acting in Nondeterministic Domains", "en": "Automated Planning 包含小节 Planning and Acting in Nondeterministic Domains" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-11", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-11-sec-06", "type": "has_section", "reason": "Automated Planning 包含小节 Time, Schedules, and Resources", "reasonI18n": { "zh": "Automated Planning 包含小节 Time, Schedules, and Resources", "en": "Automated Planning 包含小节 Time, Schedules, and Resources" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-11", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-11-sec-07", "type": "has_section", "reason": "Automated Planning 包含小节 Analysis of Planning Approaches", "reasonI18n": { "zh": "Automated Planning 包含小节 Analysis of Planning Approaches", "en": "Automated Planning 包含小节 Analysis of Planning Approaches" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-12", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-12-sec-01", "type": "has_section", "reason": "Quantifying Uncertainty 包含小节 Acting under Uncertainty", "reasonI18n": { "zh": "Quantifying Uncertainty 包含小节 Acting under Uncertainty", "en": "Quantifying Uncertainty 包含小节 Acting under Uncertainty" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-12", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-12-sec-02", "type": "has_section", "reason": "Quantifying Uncertainty 包含小节 Basic Probability Notation", "reasonI18n": { "zh": "Quantifying Uncertainty 包含小节 Basic Probability Notation", "en": "Quantifying Uncertainty 包含小节 Basic Probability Notation" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-12", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-12-sec-03", "type": "has_section", "reason": "Quantifying Uncertainty 包含小节 Inference Using Full Joint Distributions", "reasonI18n": { "zh": "Quantifying Uncertainty 包含小节 Inference Using Full Joint Distributions", "en": "Quantifying Uncertainty 包含小节 Inference Using Full Joint Distributions" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-12", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-12-sec-04", "type": "has_section", "reason": "Quantifying Uncertainty 包含小节 Independence", "reasonI18n": { "zh": "Quantifying Uncertainty 包含小节 Independence", "en": "Quantifying Uncertainty 包含小节 Independence" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-12", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-12-sec-05", "type": "has_section", "reason": "Quantifying Uncertainty 包含小节 Bayes’ Rule and Its Use", "reasonI18n": { "zh": "Quantifying Uncertainty 包含小节 Bayes’ Rule and Its Use", "en": "Quantifying Uncertainty 包含小节 Bayes’ Rule and Its Use" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-12", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-12-sec-06", "type": "has_section", "reason": "Quantifying Uncertainty 包含小节 Naive Bayes Models", "reasonI18n": { "zh": "Quantifying Uncertainty 包含小节 Naive Bayes Models", "en": "Quantifying Uncertainty 包含小节 Naive Bayes Models" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-12", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-12-sec-07", "type": "has_section", "reason": "Quantifying Uncertainty 包含小节 The Wumpus World Revisited", "reasonI18n": { "zh": "Quantifying Uncertainty 包含小节 The Wumpus World Revisited", "en": "Quantifying Uncertainty 包含小节 The Wumpus World Revisited" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-13", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-13-sec-01", "type": "has_section", "reason": "Probabilistic Reasoning 包含小节 Representing Knowledge in an Uncertain Domain", "reasonI18n": { "zh": "Probabilistic Reasoning 包含小节 Representing Knowledge in an Uncertain Domain", "en": "Probabilistic Reasoning 包含小节 Representing Knowledge in an Uncertain Domain" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-13", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-13-sec-02", "type": "has_section", "reason": "Probabilistic Reasoning 包含小节 The Semantics of Bayesian Networks", "reasonI18n": { "zh": "Probabilistic Reasoning 包含小节 The Semantics of Bayesian Networks", "en": "Probabilistic Reasoning 包含小节 The Semantics of Bayesian Networks" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-13", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-13-sec-03", "type": "has_section", "reason": "Probabilistic Reasoning 包含小节 Exact Inference in Bayesian Networks", "reasonI18n": { "zh": "Probabilistic Reasoning 包含小节 Exact Inference in Bayesian Networks", "en": "Probabilistic Reasoning 包含小节 Exact Inference in Bayesian Networks" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-13", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-13-sec-04", "type": "has_section", "reason": "Probabilistic Reasoning 包含小节 Approximate Inference for Bayesian Networks", "reasonI18n": { "zh": "Probabilistic Reasoning 包含小节 Approximate Inference for Bayesian Networks", "en": "Probabilistic Reasoning 包含小节 Approximate Inference for Bayesian Networks" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-13", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-13-sec-05", "type": "has_section", "reason": "Probabilistic Reasoning 包含小节 Causal Networks", "reasonI18n": { "zh": "Probabilistic Reasoning 包含小节 Causal Networks", "en": "Probabilistic Reasoning 包含小节 Causal Networks" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-14", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-14-sec-01", "type": "has_section", "reason": "Probabilistic Reasoning over Time 包含小节 Time and Uncertainty", "reasonI18n": { "zh": "Probabilistic Reasoning over Time 包含小节 Time and Uncertainty", "en": "Probabilistic Reasoning over Time 包含小节 Time and Uncertainty" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-14", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-14-sec-02", "type": "has_section", "reason": "Probabilistic Reasoning over Time 包含小节 Inference in Temporal Models", "reasonI18n": { "zh": "Probabilistic Reasoning over Time 包含小节 Inference in Temporal Models", "en": "Probabilistic Reasoning over Time 包含小节 Inference in Temporal Models" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-14", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-14-sec-03", "type": "has_section", "reason": "Probabilistic Reasoning over Time 包含小节 Hidden Markov Models", "reasonI18n": { "zh": "Probabilistic Reasoning over Time 包含小节 Hidden Markov Models", "en": "Probabilistic Reasoning over Time 包含小节 Hidden Markov Models" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-14", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-14-sec-04", "type": "has_section", "reason": "Probabilistic Reasoning over Time 包含小节 Kalman Filters", "reasonI18n": { "zh": "Probabilistic Reasoning over Time 包含小节 Kalman Filters", "en": "Probabilistic Reasoning over Time 包含小节 Kalman Filters" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-14", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-14-sec-05", "type": "has_section", "reason": "Probabilistic Reasoning over Time 包含小节 Dynamic Bayesian Networks", "reasonI18n": { "zh": "Probabilistic Reasoning over Time 包含小节 Dynamic Bayesian Networks", "en": "Probabilistic Reasoning over Time 包含小节 Dynamic Bayesian Networks" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-15", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-15-sec-01", "type": "has_section", "reason": "Probabilistic Programming 包含小节 Relational Probability Models", "reasonI18n": { "zh": "Probabilistic Programming 包含小节 Relational Probability Models", "en": "Probabilistic Programming 包含小节 Relational Probability Models" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-15", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-15-sec-02", "type": "has_section", "reason": "Probabilistic Programming 包含小节 Open-Universe Probability Models", "reasonI18n": { "zh": "Probabilistic Programming 包含小节 Open-Universe Probability Models", "en": "Probabilistic Programming 包含小节 Open-Universe Probability Models" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-15", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-15-sec-03", "type": "has_section", "reason": "Probabilistic Programming 包含小节 Keeping Track of a Complex World", "reasonI18n": { "zh": "Probabilistic Programming 包含小节 Keeping Track of a Complex World", "en": "Probabilistic Programming 包含小节 Keeping Track of a Complex World" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-15", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-15-sec-04", "type": "has_section", "reason": "Probabilistic Programming 包含小节 Programs as Probability Models", "reasonI18n": { "zh": "Probabilistic Programming 包含小节 Programs as Probability Models", "en": "Probabilistic Programming 包含小节 Programs as Probability Models" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-16", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-16-sec-01", "type": "has_section", "reason": "Making Simple Decisions 包含小节 Combining Beliefs and Desires under Uncertainty", "reasonI18n": { "zh": "Making Simple Decisions 包含小节 Combining Beliefs and Desires under Uncertainty", "en": "Making Simple Decisions 包含小节 Combining Beliefs and Desires under Uncertainty" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-16", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-16-sec-02", "type": "has_section", "reason": "Making Simple Decisions 包含小节 The Basis of Utility Theory", "reasonI18n": { "zh": "Making Simple Decisions 包含小节 The Basis of Utility Theory", "en": "Making Simple Decisions 包含小节 The Basis of Utility Theory" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-16", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-16-sec-03", "type": "has_section", "reason": "Making Simple Decisions 包含小节 Utility Functions", "reasonI18n": { "zh": "Making Simple Decisions 包含小节 Utility Functions", "en": "Making Simple Decisions 包含小节 Utility Functions" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-16", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-16-sec-04", "type": "has_section", "reason": "Making Simple Decisions 包含小节 Multiattribute Utility Functions", "reasonI18n": { "zh": "Making Simple Decisions 包含小节 Multiattribute Utility Functions", "en": "Making Simple Decisions 包含小节 Multiattribute Utility Functions" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-16", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-16-sec-05", "type": "has_section", "reason": "Making Simple Decisions 包含小节 Decision Networks", "reasonI18n": { "zh": "Making Simple Decisions 包含小节 Decision Networks", "en": "Making Simple Decisions 包含小节 Decision Networks" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-16", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-16-sec-06", "type": "has_section", "reason": "Making Simple Decisions 包含小节 The V alue of Information", "reasonI18n": { "zh": "Making Simple Decisions 包含小节 The V alue of Information", "en": "Making Simple Decisions 包含小节 The V alue of Information" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-16", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-16-sec-07", "type": "has_section", "reason": "Making Simple Decisions 包含小节 Unknown Preferences", "reasonI18n": { "zh": "Making Simple Decisions 包含小节 Unknown Preferences", "en": "Making Simple Decisions 包含小节 Unknown Preferences" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-17", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-17-sec-01", "type": "has_section", "reason": "Making Complex Decisions 包含小节 Sequential Decision Problems", "reasonI18n": { "zh": "Making Complex Decisions 包含小节 Sequential Decision Problems", "en": "Making Complex Decisions 包含小节 Sequential Decision Problems" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-17", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-17-sec-02", "type": "has_section", "reason": "Making Complex Decisions 包含小节 Algorithms for MDPs", "reasonI18n": { "zh": "Making Complex Decisions 包含小节 Algorithms for MDPs", "en": "Making Complex Decisions 包含小节 Algorithms for MDPs" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-17", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-17-sec-03", "type": "has_section", "reason": "Making Complex Decisions 包含小节 Bandit Problems", "reasonI18n": { "zh": "Making Complex Decisions 包含小节 Bandit Problems", "en": "Making Complex Decisions 包含小节 Bandit Problems" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-17", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-17-sec-04", "type": "has_section", "reason": "Making Complex Decisions 包含小节 Partially Observable MDPs", "reasonI18n": { "zh": "Making Complex Decisions 包含小节 Partially Observable MDPs", "en": "Making Complex Decisions 包含小节 Partially Observable MDPs" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-17", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-17-sec-05", "type": "has_section", "reason": "Making Complex Decisions 包含小节 Algorithms for Solving POMDPs", "reasonI18n": { "zh": "Making Complex Decisions 包含小节 Algorithms for Solving POMDPs", "en": "Making Complex Decisions 包含小节 Algorithms for Solving POMDPs" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-18", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-18-sec-01", "type": "has_section", "reason": "Multiagent Decision Making 包含小节 Properties of Multiagent Environments", "reasonI18n": { "zh": "Multiagent Decision Making 包含小节 Properties of Multiagent Environments", "en": "Multiagent Decision Making 包含小节 Properties of Multiagent Environments" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-18", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-18-sec-02", "type": "has_section", "reason": "Multiagent Decision Making 包含小节 Non-Cooperative Game Theory", "reasonI18n": { "zh": "Multiagent Decision Making 包含小节 Non-Cooperative Game Theory", "en": "Multiagent Decision Making 包含小节 Non-Cooperative Game Theory" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-18", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-18-sec-03", "type": "has_section", "reason": "Multiagent Decision Making 包含小节 Cooperative Game Theory", "reasonI18n": { "zh": "Multiagent Decision Making 包含小节 Cooperative Game Theory", "en": "Multiagent Decision Making 包含小节 Cooperative Game Theory" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-18", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-18-sec-04", "type": "has_section", "reason": "Multiagent Decision Making 包含小节 Making Collective Decisions", "reasonI18n": { "zh": "Multiagent Decision Making 包含小节 Making Collective Decisions", "en": "Multiagent Decision Making 包含小节 Making Collective Decisions" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-19", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-19-sec-01", "type": "has_section", "reason": "Learning from Examples 包含小节 Forms of Learning", "reasonI18n": { "zh": "Learning from Examples 包含小节 Forms of Learning", "en": "Learning from Examples 包含小节 Forms of Learning" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-19", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-19-sec-02", "type": "has_section", "reason": "Learning from Examples 包含小节 Supervised Learning", "reasonI18n": { "zh": "Learning from Examples 包含小节 Supervised Learning", "en": "Learning from Examples 包含小节 Supervised Learning" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-19", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-19-sec-03", "type": "has_section", "reason": "Learning from Examples 包含小节 Learning Decision Trees", "reasonI18n": { "zh": "Learning from Examples 包含小节 Learning Decision Trees", "en": "Learning from Examples 包含小节 Learning Decision Trees" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-19", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-19-sec-04", "type": "has_section", "reason": "Learning from Examples 包含小节 Model Selection and Optimization", "reasonI18n": { "zh": "Learning from Examples 包含小节 Model Selection and Optimization", "en": "Learning from Examples 包含小节 Model Selection and Optimization" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-19", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-19-sec-05", "type": "has_section", "reason": "Learning from Examples 包含小节 The Theory of Learning", "reasonI18n": { "zh": "Learning from Examples 包含小节 The Theory of Learning", "en": "Learning from Examples 包含小节 The Theory of Learning" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-19", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-19-sec-06", "type": "has_section", "reason": "Learning from Examples 包含小节 Linear Regression and Classification", "reasonI18n": { "zh": "Learning from Examples 包含小节 Linear Regression and Classification", "en": "Learning from Examples 包含小节 Linear Regression and Classification" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-19", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-19-sec-07", "type": "has_section", "reason": "Learning from Examples 包含小节 Nonparametric Models", "reasonI18n": { "zh": "Learning from Examples 包含小节 Nonparametric Models", "en": "Learning from Examples 包含小节 Nonparametric Models" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-19", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-19-sec-08", "type": "has_section", "reason": "Learning from Examples 包含小节 Ensemble Learning", "reasonI18n": { "zh": "Learning from Examples 包含小节 Ensemble Learning", "en": "Learning from Examples 包含小节 Ensemble Learning" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-19", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-19-sec-09", "type": "has_section", "reason": "Learning from Examples 包含小节 Developing Machine Learning Systems", "reasonI18n": { "zh": "Learning from Examples 包含小节 Developing Machine Learning Systems", "en": "Learning from Examples 包含小节 Developing Machine Learning Systems" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-20", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-20-sec-01", "type": "has_section", "reason": "Learning Probabilistic Models 包含小节 Statistical Learning", "reasonI18n": { "zh": "Learning Probabilistic Models 包含小节 Statistical Learning", "en": "Learning Probabilistic Models 包含小节 Statistical Learning" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-20", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-20-sec-02", "type": "has_section", "reason": "Learning Probabilistic Models 包含小节 Learning with Complete Data", "reasonI18n": { "zh": "Learning Probabilistic Models 包含小节 Learning with Complete Data", "en": "Learning Probabilistic Models 包含小节 Learning with Complete Data" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-20", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-20-sec-03", "type": "has_section", "reason": "Learning Probabilistic Models 包含小节 Learning with Hidden V ariables: The EM Algorithm", "reasonI18n": { "zh": "Learning Probabilistic Models 包含小节 Learning with Hidden V ariables: The EM Algorithm", "en": "Learning Probabilistic Models 包含小节 Learning with Hidden V ariables: The EM Algorithm" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-21", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-21-sec-01", "type": "has_section", "reason": "Deep Learning 包含小节 Simple Feedforward Networks", "reasonI18n": { "zh": "Deep Learning 包含小节 Simple Feedforward Networks", "en": "Deep Learning 包含小节 Simple Feedforward Networks" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-21", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-21-sec-02", "type": "has_section", "reason": "Deep Learning 包含小节 Computation Graphs for Deep Learning", "reasonI18n": { "zh": "Deep Learning 包含小节 Computation Graphs for Deep Learning", "en": "Deep Learning 包含小节 Computation Graphs for Deep Learning" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-21", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-21-sec-03", "type": "has_section", "reason": "Deep Learning 包含小节 Convolutional Networks", "reasonI18n": { "zh": "Deep Learning 包含小节 Convolutional Networks", "en": "Deep Learning 包含小节 Convolutional Networks" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-21", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-21-sec-04", "type": "has_section", "reason": "Deep Learning 包含小节 Learning Algorithms", "reasonI18n": { "zh": "Deep Learning 包含小节 Learning Algorithms", "en": "Deep Learning 包含小节 Learning Algorithms" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-21", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-21-sec-05", "type": "has_section", "reason": "Deep Learning 包含小节 Generalization", "reasonI18n": { "zh": "Deep Learning 包含小节 Generalization", "en": "Deep Learning 包含小节 Generalization" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-21", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-21-sec-06", "type": "has_section", "reason": "Deep Learning 包含小节 Recurrent Neural Networks", "reasonI18n": { "zh": "Deep Learning 包含小节 Recurrent Neural Networks", "en": "Deep Learning 包含小节 Recurrent Neural Networks" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-21", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-21-sec-07", "type": "has_section", "reason": "Deep Learning 包含小节 Unsupervised Learning and Transfer Learning", "reasonI18n": { "zh": "Deep Learning 包含小节 Unsupervised Learning and Transfer Learning", "en": "Deep Learning 包含小节 Unsupervised Learning and Transfer Learning" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-21", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-21-sec-08", "type": "has_section", "reason": "Deep Learning 包含小节 Applications", "reasonI18n": { "zh": "Deep Learning 包含小节 Applications", "en": "Deep Learning 包含小节 Applications" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-22", "target": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-22-sec-01", "type": "has_section", "reason": "Reinforcement Learning 包含小节 Learning from Rewards", "reasonI18n": { "zh": "Reinforcement Learning 包含小节 Learning from Rewards", "en": "Reinforcement Learning 包含小节 Learning from Rewards" } }, { "source": "chapter:book-pdf-artificial-intelligence-a-modern-approach-ch-22", "target": 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"knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-01", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-02", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-02", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-03", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-03", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-04", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-04", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-05", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-05", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-06", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-24-sec-06", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-01", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-25-core", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-01", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-01", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-02", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-02", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-03", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-03", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-04", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-04", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-05", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-05", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-06", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-06", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-07", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-25-sec-07", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-01", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-core", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-01", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-01", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-02", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-02", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-03", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-03", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-04", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-04", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-05", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-05", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-06", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-06", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-07", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-07", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-08", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-08", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-09", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-09", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-10", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-10", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-01", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-27-core", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-01", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-01", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-02", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-02", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-03", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-03", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-01", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-28-core", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-01", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-01", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-02", "target": "knowledge:k-book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-02", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:cs-ch1-sec1", "target": "knowledge:k-big-o-notation", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:cs-ch1-sec2", "target": "knowledge:k-divide-and-conquer", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:cs-ch2-sec1", "target": "knowledge:k-backpropagation", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:cs-ch2-sec2", "target": "knowledge:k-convolutional-neural-network", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:fe-ch1-sec1", "target": "knowledge:semantic-html", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:fe-ch1-sec2", "target": "knowledge:css-flexbox", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:fe-ch1-sec3", "target": "knowledge:css-animation", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:fe-ch2-sec1", "target": "knowledge:project-cat-photo-gallery", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:fe-ch2-sec2", "target": "knowledge:project-ferris-wheel", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:math-ch1-sec1", "target": "knowledge:k-epsilon-delta-proof", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:math-ch1-sec1", "target": "knowledge:k-limit-definition", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:math-ch1-sec2", "target": "knowledge:k-derivative-definition", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:math-ch2-sec1", "target": "knowledge:k-fourier-transform", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:phy-ch1-sec1", "target": "knowledge:k-newton-second-law", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:phy-ch1-sec2", "target": "knowledge:k-momentum-conservation", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } }, { "source": "section:phy-ch2-sec1", "target": "knowledge:k-maxwell-equations", "type": "covers_knowledge", "reason": "Section covers knowledge", "reasonI18n": { "zh": "Section covers knowledge", "en": "Section covers knowledge" } } ] }, "knowledge": { "nodes": [ { "id": "k-limit-definition", "title": "函数极限定义", "titleI18n": { "zh": "函数极限定义", "en": "函数极限定义" }, "summary": "通过邻域逼近刻画自变量趋近某点时函数值的行为。", "summaryI18n": { "zh": "通过邻域逼近刻画自变量趋近某点时函数值的行为。", "en": "通过邻域逼近刻画自变量趋近某点时函数值的行为。" }, "type": "concept", "knowledgeType": "concept", "difficulty": "beginner", "discipline": "mathematics", "taxonomyDomain": "mathematics", "tags": [ "分析", "数学", "极限" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-math-analysis", "bookTitle": "数学分析导论", "bookTitleI18n": { "zh": "数学分析导论", "en": "数学分析导论" }, "chapter": "极限与连续", "chapterI18n": { "zh": "极限与连续", "en": "极限与连续" }, "section": "1.1 极限定义与ε-δ思想", "sectionI18n": { "zh": "1.1 极限定义与ε-δ思想", "en": "1.1 极限定义与ε-δ思想" }, "link": "graph/source.json?book=book-math-analysis&chapter=math-ch1§ion=math-ch1-sec1" } ] }, { "id": "k-epsilon-delta-proof", "title": "ε-δ证明模板", "titleI18n": { "zh": "ε-δ证明模板", "en": "ε-δ证明模板" }, "summary": "将直觉性逼近转化为可验证的量化证明流程。", "summaryI18n": { "zh": "将直觉性逼近转化为可验证的量化证明流程。", "en": "将直觉性逼近转化为可验证的量化证明流程。" }, "type": "method", "knowledgeType": "method", "difficulty": "intermediate", "discipline": "mathematics", "taxonomyDomain": "mathematics", "tags": [ "分析", "数学", "证明" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-math-analysis", "bookTitle": "数学分析导论", "bookTitleI18n": { "zh": "数学分析导论", "en": "数学分析导论" }, "chapter": "极限与连续", "chapterI18n": { "zh": "极限与连续", "en": "极限与连续" }, "section": "1.1 极限定义与ε-δ思想", "sectionI18n": { "zh": "1.1 极限定义与ε-δ思想", "en": "1.1 极限定义与ε-δ思想" }, "link": "graph/source.json?book=book-math-analysis&chapter=math-ch1§ion=math-ch1-sec1" }, { "type": "cite_from", "bookId": "book-math-handbook", "bookTitle": "高等数学题解精编", "bookTitleI18n": { "zh": "高等数学题解精编", "en": "高等数学题解精编" }, "chapter": "证明技巧", "chapterI18n": { "zh": "证明技巧", "en": "证明技巧" }, "section": "反向构造与估计", "sectionI18n": { "zh": "反向构造与估计", "en": "反向构造与估计" }, "link": "graph/source.json?book=book-math-analysis&chapter=math-ch1§ion=math-ch1-sec1" } ] }, { "id": "k-derivative-definition", "title": "导数定义", "titleI18n": { "zh": "导数定义", "en": "导数定义" }, "summary": "导数是函数在一点处变化率的极限。", "summaryI18n": { "zh": "导数是函数在一点处变化率的极限。", "en": "导数是函数在一点处变化率的极限。" }, "type": "concept", "knowledgeType": "concept", "difficulty": "beginner", "discipline": "mathematics", "taxonomyDomain": "mathematics", "tags": [ "导数", "微分", "数学" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-math-analysis", "bookTitle": "数学分析导论", "bookTitleI18n": { "zh": "数学分析导论", "en": "数学分析导论" }, "chapter": "极限与连续", "chapterI18n": { "zh": "极限与连续", "en": "极限与连续" }, "section": "1.2 导数与线性近似", "sectionI18n": { "zh": "1.2 导数与线性近似", "en": "1.2 导数与线性近似" }, "link": "graph/source.json?book=book-math-analysis&chapter=math-ch1§ion=math-ch1-sec2" }, { "type": "support", "bookId": "book-physics-mechanics", "bookTitle": "经典力学基础", "bookTitleI18n": { "zh": "经典力学基础", "en": "经典力学基础" }, "chapter": "运动学", "chapterI18n": { "zh": "运动学", "en": "运动学" }, "section": "瞬时速度", "sectionI18n": { "zh": "瞬时速度", "en": "瞬时速度" }, "link": "graph/source.json?book=book-math-analysis&chapter=math-ch1§ion=math-ch1-sec2" } ] }, { "id": "k-fourier-transform", "title": "傅里叶变换", "titleI18n": { "zh": "傅里叶变换", "en": "傅里叶变换" }, "summary": "将时域信号映射到频域，以分解频率成分。", "summaryI18n": { "zh": "将时域信号映射到频域，以分解频率成分。", "en": "将时域信号映射到频域，以分解频率成分。" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "mathematics", "taxonomyDomain": "mathematics", "tags": [ "信号", "变换", "数学" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-math-analysis", "bookTitle": "数学分析导论", "bookTitleI18n": { "zh": "数学分析导论", "en": "数学分析导论" }, "chapter": "线性代数与变换", "chapterI18n": { "zh": "线性代数与变换", "en": "线性代数与变换" }, "section": "2.1 线性变换与频域观点", "sectionI18n": { "zh": "2.1 线性变换与频域观点", "en": "2.1 线性变换与频域观点" }, "link": "graph/source.json?book=book-math-analysis&chapter=math-ch2§ion=math-ch2-sec1" } ] }, { "id": "k-newton-second-law", "title": "牛顿第二定律", "titleI18n": { "zh": "牛顿第二定律", "en": "牛顿第二定律" }, "summary": "力等于质量与加速度的乘积，刻画动力学核心关系。", "summaryI18n": { "zh": "力等于质量与加速度的乘积，刻画动力学核心关系。", "en": "力等于质量与加速度的乘积，刻画动力学核心关系。" }, "type": "law", "knowledgeType": "law", "difficulty": "beginner", "discipline": "physics", "taxonomyDomain": "physics", "tags": [ "力学", "定律", "物理" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-physics-mechanics", "bookTitle": "经典力学基础", "bookTitleI18n": { "zh": "经典力学基础", "en": "经典力学基础" }, "chapter": "牛顿体系", "chapterI18n": { "zh": "牛顿体系", "en": "牛顿体系" }, "section": "1.1 受力与加速度", "sectionI18n": { "zh": "1.1 受力与加速度", "en": "1.1 受力与加速度" }, "link": "graph/source.json?book=book-physics-mechanics&chapter=phy-ch1§ion=phy-ch1-sec1" } ] }, { "id": "k-momentum-conservation", "title": "动量守恒", "titleI18n": { "zh": "动量守恒", "en": "动量守恒" }, "summary": "孤立系统总动量保持不变。", "summaryI18n": { "zh": "孤立系统总动量保持不变。", "en": "孤立系统总动量保持不变。" }, "type": "law", "knowledgeType": "law", "difficulty": "intermediate", "discipline": "physics", "taxonomyDomain": "physics", "tags": [ "守恒", "物理", "碰撞" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-physics-mechanics", "bookTitle": "经典力学基础", "bookTitleI18n": { "zh": "经典力学基础", "en": "经典力学基础" }, "chapter": "牛顿体系", "chapterI18n": { "zh": "牛顿体系", "en": "牛顿体系" }, "section": "1.2 碰撞与守恒", "sectionI18n": { "zh": "1.2 碰撞与守恒", "en": "1.2 碰撞与守恒" }, "link": "graph/source.json?book=book-physics-mechanics&chapter=phy-ch1§ion=phy-ch1-sec2" } ] }, { "id": "k-maxwell-equations", "title": "麦克斯韦方程组", "titleI18n": { "zh": "麦克斯韦方程组", "en": "麦克斯韦方程组" }, "summary": "统一描述电场与磁场的生成、耦合与传播。", "summaryI18n": { "zh": "统一描述电场与磁场的生成、耦合与传播。", "en": "统一描述电场与磁场的生成、耦合与传播。" }, "type": "theory", "knowledgeType": "theory", "difficulty": "advanced", "discipline": "physics", "taxonomyDomain": "physics", "tags": [ "方程组", "物理", "电磁学" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-physics-mechanics", "bookTitle": "经典力学基础", "bookTitleI18n": { "zh": "经典力学基础", "en": "经典力学基础" }, "chapter": "电磁与波动", "chapterI18n": { "zh": "电磁与波动", "en": "电磁与波动" }, "section": "2.1 场与方程组", "sectionI18n": { "zh": "2.1 场与方程组", "en": "2.1 场与方程组" }, "link": "graph/source.json?book=book-physics-mechanics&chapter=phy-ch2§ion=phy-ch2-sec1" } ] }, { "id": "k-big-o-notation", "title": "大O记号", "titleI18n": { "zh": "大O记号", "en": "大O记号" }, "summary": "刻画算法增长阶的渐进上界。", "summaryI18n": { "zh": "刻画算法增长阶的渐进上界。", "en": "刻画算法增长阶的渐进上界。" }, "type": "concept", "knowledgeType": "concept", "difficulty": "beginner", "discipline": "computer-science", "taxonomyDomain": "computer-science", "tags": [ "复杂度", "算法", "计算机" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-cs-foundations", "bookTitle": "计算机科学基础", "bookTitleI18n": { "zh": "计算机科学基础", "en": "计算机科学基础" }, "chapter": "算法分析", "chapterI18n": { "zh": "算法分析", "en": "算法分析" }, "section": "1.1 时间复杂度", "sectionI18n": { "zh": "1.1 时间复杂度", "en": "1.1 时间复杂度" }, "link": "graph/source.json?book=book-cs-foundations&chapter=cs-ch1§ion=cs-ch1-sec1" } ] }, { "id": "k-divide-and-conquer", "title": "分治法", "titleI18n": { "zh": "分治法", "en": "分治法" }, "summary": "将问题拆解为子问题递归求解后再合并。", "summaryI18n": { "zh": "将问题拆解为子问题递归求解后再合并。", "en": "将问题拆解为子问题递归求解后再合并。" }, "type": "method", "knowledgeType": "method", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "computer-science", "tags": [ "算法", "计算机", "设计范式" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-cs-foundations", "bookTitle": "计算机科学基础", "bookTitleI18n": { "zh": "计算机科学基础", "en": "计算机科学基础" }, "chapter": "算法分析", "chapterI18n": { "zh": "算法分析", "en": "算法分析" }, "section": "1.2 分治策略", "sectionI18n": { "zh": "1.2 分治策略", "en": "1.2 分治策略" }, "link": "graph/source.json?book=book-cs-foundations&chapter=cs-ch1§ion=cs-ch1-sec2" } ] }, { "id": "k-backpropagation", "title": "反向传播算法", "titleI18n": { "zh": "反向传播算法", "en": "反向传播算法" }, "summary": "利用链式法则高效计算神经网络参数梯度。", "summaryI18n": { "zh": "利用链式法则高效计算神经网络参数梯度。", "en": "利用链式法则高效计算神经网络参数梯度。" }, "type": "algorithm", "knowledgeType": "algorithm", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "优化", "机器学习", "计算机" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-cs-foundations", "bookTitle": "计算机科学基础", "bookTitleI18n": { "zh": "计算机科学基础", "en": "计算机科学基础" }, "chapter": "机器学习", "chapterI18n": { "zh": "机器学习", "en": "机器学习" }, "section": "2.1 反向传播", "sectionI18n": { "zh": "2.1 反向传播", "en": "2.1 反向传播" }, "link": "graph/source.json?book=book-cs-foundations&chapter=cs-ch2§ion=cs-ch2-sec1" } ] }, { "id": "k-convolutional-neural-network", "title": "卷积神经网络", "titleI18n": { "zh": "卷积神经网络", "en": "卷积神经网络" }, "summary": "通过局部感受野与参数共享提取空间结构特征。", "summaryI18n": { "zh": "通过局部感受野与参数共享提取空间结构特征。", "en": "通过局部感受野与参数共享提取空间结构特征。" }, "type": "model", "knowledgeType": "model", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "深度学习", "视觉", "计算机" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-cs-foundations", "bookTitle": "计算机科学基础", "bookTitleI18n": { "zh": "计算机科学基础", "en": "计算机科学基础" }, "chapter": "机器学习", "chapterI18n": { "zh": "机器学习", "en": "机器学习" }, "section": "2.2 卷积网络", "sectionI18n": { "zh": "2.2 卷积网络", "en": "2.2 卷积网络" }, "link": "graph/source.json?book=book-cs-foundations&chapter=cs-ch2§ion=cs-ch2-sec2" }, { "type": "cite_from", "bookId": "book-cs-deeplearning", "bookTitle": "Deep Learning", "bookTitleI18n": { "zh": "Deep Learning", "en": "Deep Learning" }, "chapter": "Convolutional Networks", "chapterI18n": { "zh": "Convolutional Networks", "en": "Convolutional Networks" }, "section": "Architectures", "sectionI18n": { "zh": "Architectures", "en": "Architectures" }, "link": "graph/source.json?book=book-cs-foundations&chapter=cs-ch2§ion=cs-ch2-sec2" } ] }, { "id": "ai-what-is-ai", "title": "What Is AI?", "titleI18n": { "zh": "What Is AI?", "en": "What Is AI?" }, "summary": "AI 可由人类/理性与思维/行为两个维度组合成四种经典定义路径。", "summaryI18n": { "zh": "AI 可由人类/理性与思维/行为两个维度组合成四种经典定义路径。", "en": "AI 可由人类/理性与思维/行为两个维度组合成四种经典定义路径。" }, "type": "concept", "knowledgeType": "concept", "difficulty": "beginner", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "AI", "基础", "定义" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-ai-aima-4e", "bookTitle": "Artificial Intelligence: A Modern Approach (4th Edition)", "bookTitleI18n": { "zh": "Artificial Intelligence: A Modern Approach (4th Edition)", "en": "Artificial Intelligence: A Modern Approach (4th Edition)" }, "chapter": "What Is AI?", "chapterI18n": { "zh": "What Is AI?", "en": "What Is AI?" }, "section": "1.1 What Is AI?", "sectionI18n": { "zh": "1.1 What Is AI?", "en": "1.1 What Is AI?" }, "link": "graph/source.json?book=book-ai-aima-4e&chapter=ai-ch1§ion=ai-ch1-sec1-1" }, { "type": "support", "bookId": "book-ai-aima-4e", "bookTitle": "Artificial Intelligence: A Modern Approach (4th Edition)", "bookTitleI18n": { "zh": "Artificial Intelligence: A Modern Approach (4th Edition)", "en": "Artificial Intelligence: A Modern Approach (4th Edition)" }, "chapter": "Chapter 1", "chapterI18n": { "zh": "Chapter 1", "en": "Chapter 1" }, "section": "1.1 What Is AI?", "sectionI18n": { "zh": "1.1 What Is AI?", "en": "1.1 What Is AI?" }, "link": "graph/source.json?book=book-ai-aima-4e&chapter=ai-ch1§ion=ai-ch1-sec1-1" } ] }, { "id": "ai-turing-test", "title": "Turing Test Approach", "titleI18n": { "zh": "Turing Test Approach", "en": "Turing Test Approach" }, "summary": "通过文本交互不可区分于人类来判定机器是否表现出智能。", "summaryI18n": { "zh": "通过文本交互不可区分于人类来判定机器是否表现出智能。", "en": "通过文本交互不可区分于人类来判定机器是否表现出智能。" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "AI", "NLP", "图灵测试" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-ai-aima-4e", "bookTitle": "Artificial Intelligence: A Modern Approach (4th Edition)", "bookTitleI18n": { "zh": "Artificial Intelligence: A Modern Approach (4th Edition)", "en": "Artificial Intelligence: A Modern Approach (4th Edition)" }, "chapter": "What Is AI?", "chapterI18n": { "zh": "What Is AI?", "en": "What Is AI?" }, "section": "1.1.1 Acting Humanly: The Turing Test", "sectionI18n": { "zh": "1.1.1 Acting Humanly: The Turing Test", "en": "1.1.1 Acting Humanly: The Turing Test" }, "link": "graph/source.json?book=book-ai-aima-4e&chapter=ai-ch1§ion=ai-ch1-sec1-1-1" } ] }, { "id": "ai-cognitive-modeling", "title": "Thinking Humanly: Cognitive Modeling", "titleI18n": { "zh": "Thinking Humanly: Cognitive Modeling", "en": "Thinking Humanly: Cognitive Modeling" }, "summary": "结合实验心理学与计算模型来刻画人的思维机制。", "summaryI18n": { "zh": "结合实验心理学与计算模型来刻画人的思维机制。", "en": "结合实验心理学与计算模型来刻画人的思维机制。" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "AI", "认知科学" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-ai-aima-4e", "bookTitle": "Artificial Intelligence: A Modern Approach (4th Edition)", "bookTitleI18n": { "zh": "Artificial Intelligence: A Modern Approach (4th Edition)", "en": "Artificial Intelligence: A Modern Approach (4th Edition)" }, "chapter": "What Is AI?", "chapterI18n": { "zh": "What Is AI?", "en": "What Is AI?" }, "section": "1.1.2 Thinking Humanly", "sectionI18n": { "zh": "1.1.2 Thinking Humanly", "en": "1.1.2 Thinking Humanly" }, "link": "graph/source.json?book=book-ai-aima-4e&chapter=ai-ch1§ion=ai-ch1-sec1-1-2" } ] }, { "id": "ai-rational-agent", "title": "Rational Agent", "titleI18n": { "zh": "Rational Agent", "en": "Rational Agent" }, "summary": "理性智能体在不确定环境中选择期望结果最优的行动。", "summaryI18n": { "zh": "理性智能体在不确定环境中选择期望结果最优的行动。", "en": "理性智能体在不确定环境中选择期望结果最优的行动。" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "AI", "决策", "智能体" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-ai-aima-4e", "bookTitle": "Artificial Intelligence: A Modern Approach (4th Edition)", "bookTitleI18n": { "zh": "Artificial Intelligence: A Modern Approach (4th Edition)", "en": "Artificial Intelligence: A Modern Approach (4th Edition)" }, "chapter": "What Is AI?", "chapterI18n": { "zh": "What Is AI?", "en": "What Is AI?" }, "section": "1.1.4 Acting Rationally", "sectionI18n": { "zh": "1.1.4 Acting Rationally", "en": "1.1.4 Acting Rationally" }, "link": "graph/source.json?book=book-ai-aima-4e&chapter=ai-ch1§ion=ai-ch1-sec1-1-4" } ] }, { "id": "ai-value-alignment", "title": "Value Alignment Problem", "titleI18n": { "zh": "Value Alignment Problem", "en": "Value Alignment Problem" }, "summary": "高能力系统若目标与人类偏好不一致，可能优化出非预期行为。", "summaryI18n": { "zh": "高能力系统若目标与人类偏好不一致，可能优化出非预期行为。", "en": "高能力系统若目标与人类偏好不一致，可能优化出非预期行为。" }, "type": "concept", "knowledgeType": "concept", "difficulty": "advanced", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "AI", "价值对齐", "安全" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-ai-aima-4e", "bookTitle": "Artificial Intelligence: A Modern Approach (4th Edition)", "bookTitleI18n": { "zh": "Artificial Intelligence: A Modern Approach (4th Edition)", "en": "Artificial Intelligence: A Modern Approach (4th Edition)" }, "chapter": "What Is AI?", "chapterI18n": { "zh": "What Is AI?", "en": "What Is AI?" }, "section": "1.1.5 Beneficial Machines", "sectionI18n": { "zh": "1.1.5 Beneficial Machines", "en": "1.1.5 Beneficial Machines" }, "link": "graph/source.json?book=book-ai-aima-4e&chapter=ai-ch1§ion=ai-ch1-sec1-1-5" }, { "type": "cite_from", "bookId": "book-ai-aima-4e", "bookTitle": "Artificial Intelligence: A Modern Approach (4th Edition)", "bookTitleI18n": { "zh": "Artificial Intelligence: A Modern Approach (4th Edition)", "en": "Artificial Intelligence: A Modern Approach (4th Edition)" }, "chapter": "Chapter 1", "chapterI18n": { "zh": "Chapter 1", "en": "Chapter 1" }, "section": "1.1.5 Beneficial Machines", "sectionI18n": { "zh": "1.1.5 Beneficial Machines", "en": "1.1.5 Beneficial Machines" }, "link": "graph/source.json?book=book-ai-aima-4e&chapter=ai-ch1§ion=ai-ch1-sec1-1-5" } ] }, { "id": "semantic-html", "title": "Semantic HTML", "titleI18n": { "zh": "Semantic HTML", "en": "Semantic HTML" }, "summary": "使用语义化标签提升结构清晰度、可访问性与可检索性。", "summaryI18n": { "zh": "使用语义化标签提升结构清晰度、可访问性与可检索性。", "en": "使用语义化标签提升结构清晰度、可访问性与可检索性。" }, "type": "concept", "knowledgeType": "concept", "difficulty": "beginner", "discipline": "computer-science", "taxonomyDomain": "linguistics", "tags": [ "HTML", "前端", "语义化" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-frontend-foundations", "bookTitle": "Frontend Foundations Handbook", "bookTitleI18n": { "zh": "Frontend Foundations Handbook", "en": "Frontend Foundations Handbook" }, "chapter": "HTML + CSS Core Skills", "chapterI18n": { "zh": "HTML + CSS Core Skills", "en": "HTML + CSS Core Skills" }, "section": "1.1 Semantic Structure", "sectionI18n": { "zh": "1.1 Semantic Structure", "en": "1.1 Semantic Structure" }, "link": "graph/source.json?book=book-frontend-foundations&chapter=fe-ch1§ion=fe-ch1-sec1" } ] }, { "id": "css-flexbox", "title": "CSS Flexbox", "titleI18n": { "zh": "CSS Flexbox", "en": "CSS Flexbox" }, "summary": "一维布局系统，用于排列、对齐和换行。", "summaryI18n": { "zh": "一维布局系统，用于排列、对齐和换行。", "en": "一维布局系统，用于排列、对齐和换行。" }, "type": "method", "knowledgeType": "method", "difficulty": "beginner", "discipline": "computer-science", "taxonomyDomain": "computer-science", "tags": [ "CSS", "前端", "布局" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-frontend-foundations", "bookTitle": "Frontend Foundations Handbook", "bookTitleI18n": { "zh": "Frontend Foundations Handbook", "en": "Frontend Foundations Handbook" }, "chapter": "HTML + CSS Core Skills", "chapterI18n": { "zh": "HTML + CSS Core Skills", "en": "HTML + CSS Core Skills" }, "section": "1.2 Flex Layout", "sectionI18n": { "zh": "1.2 Flex Layout", "en": "1.2 Flex Layout" }, "link": "graph/source.json?book=book-frontend-foundations&chapter=fe-ch1§ion=fe-ch1-sec2" } ] }, { "id": "css-animation", "title": "CSS Animation", "titleI18n": { "zh": "CSS Animation", "en": "CSS Animation" }, "summary": "通过 keyframes 与 transform 构建连续或状态动画。", "summaryI18n": { "zh": "通过 keyframes 与 transform 构建连续或状态动画。", "en": "通过 keyframes 与 transform 构建连续或状态动画。" }, "type": "method", "knowledgeType": "method", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "computer-science", "tags": [ "CSS", "前端", "动画" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-frontend-foundations", "bookTitle": "Frontend Foundations Handbook", "bookTitleI18n": { "zh": "Frontend Foundations Handbook", "en": "Frontend Foundations Handbook" }, "chapter": "HTML + CSS Core Skills", "chapterI18n": { "zh": "HTML + CSS Core Skills", "en": "HTML + CSS Core Skills" }, "section": "1.3 Animation Basics", "sectionI18n": { "zh": "1.3 Animation Basics", "en": "1.3 Animation Basics" }, "link": "graph/source.json?book=book-frontend-foundations&chapter=fe-ch1§ion=fe-ch1-sec3" } ] }, { "id": "project-cat-photo-gallery", "title": "Cat Photo Gallery", "titleI18n": { "zh": "Cat Photo Gallery", "en": "Cat Photo Gallery" }, "summary": "用于练习语义结构和 Flex 布局的项目知识点。", "summaryI18n": { "zh": "用于练习语义结构和 Flex 布局的项目知识点。", "en": "用于练习语义结构和 Flex 布局的项目知识点。" }, "type": "model", "knowledgeType": "model", "difficulty": "beginner", "discipline": "computer-science", "taxonomyDomain": 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"title": "Adversarial Search and Games", "titleI18n": { "zh": "Adversarial Search and Games", "en": "Adversarial Search and Games" }, "summary": "Core ideas from chapter 5: Adversarial Search and Games", "summaryI18n": { "zh": "Core ideas from chapter 5: Adversarial Search and Games", "en": "Core ideas from chapter 5: Adversarial Search and Games" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [] }, { "id": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-05-sec-01", "title": "Game Theory", "titleI18n": { "zh": "Game Theory", "en": "Game Theory" }, "summary": "Section-level concept from Adversarial Search and Games: Game Theory", "summaryI18n": { "zh": "Section-level concept from Adversarial Search and Games: Game Theory", "en": "Section-level concept from Adversarial Search and Games: Game Theory" }, "type": 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"Section-level concept from Adversarial Search and Games: Optimal Decisions in Games", "summaryI18n": { "zh": "Section-level concept from Adversarial Search and Games: Optimal Decisions in Games", "en": "Section-level concept from Adversarial Search and Games: Optimal Decisions in Games" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "bookTitle": "Artificial Intelligence A Modern Approach", "bookTitleI18n": { "zh": "Artificial Intelligence A Modern Approach", "en": "Artificial Intelligence A Modern Approach" }, "chapter": "Adversarial Search and Games", "chapterI18n": { "zh": "Adversarial Search and Games", "en": "Adversarial Search and Games" }, "section": "Optimal Decisions in Games", "sectionI18n": { "zh": "Optimal Decisions in 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"title": "Local Search for CSPs", "titleI18n": { "zh": "Local Search for CSPs", "en": "Local Search for CSPs" }, "summary": "Section-level concept from Constraint Satisfaction Problems: Local Search for CSPs", "summaryI18n": { "zh": "Section-level concept from Constraint Satisfaction Problems: Local Search for CSPs", "en": "Section-level concept from Constraint Satisfaction Problems: Local Search for CSPs" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "bookTitle": "Artificial Intelligence A Modern Approach", "bookTitleI18n": { "zh": "Artificial Intelligence A Modern Approach", "en": "Artificial Intelligence A Modern Approach" }, "chapter": "Constraint Satisfaction Problems", "chapterI18n": { "zh": "Constraint Satisfaction 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"Planning and Control", "titleI18n": { "zh": "Planning and Control", "en": "Planning and Control" }, "summary": "Section-level concept from Robotics: Planning and Control", "summaryI18n": { "zh": "Section-level concept from Robotics: Planning and Control", "en": "Section-level concept from Robotics: Planning and Control" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "bookTitle": "Artificial Intelligence A Modern Approach", "bookTitleI18n": { "zh": "Artificial Intelligence A Modern Approach", "en": "Artificial Intelligence A Modern Approach" }, "chapter": "Robotics", "chapterI18n": { "zh": "Robotics", "en": "Robotics" }, "section": "Planning and Control", "sectionI18n": { "zh": "Planning and Control", "en": "Planning and Control" }, "link": "BookShelf/Artificial Intelligence A Modern Approach.pdf" } ] }, { "id": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-06", "title": "Planning Uncertain Movements", "titleI18n": { "zh": "Planning Uncertain Movements", "en": "Planning Uncertain Movements" }, "summary": "Section-level concept from Robotics: Planning Uncertain Movements", "summaryI18n": { "zh": "Section-level concept from Robotics: Planning Uncertain Movements", "en": "Section-level concept from Robotics: Planning Uncertain Movements" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "bookTitle": "Artificial Intelligence A Modern Approach", "bookTitleI18n": { "zh": "Artificial Intelligence A Modern Approach", "en": "Artificial Intelligence A 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"provenanceLinks": [ { "type": "defined_in", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "bookTitle": "Artificial Intelligence A Modern Approach", "bookTitleI18n": { "zh": "Artificial Intelligence A Modern Approach", "en": "Artificial Intelligence A Modern Approach" }, "chapter": "Robotics", "chapterI18n": { "zh": "Robotics", "en": "Robotics" }, "section": "Reinforcement Learning in Robotics", "sectionI18n": { "zh": "Reinforcement Learning in Robotics", "en": "Reinforcement Learning in Robotics" }, "link": "BookShelf/Artificial Intelligence A Modern Approach.pdf" } ] }, { "id": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-08", "title": "Humans and Robots", "titleI18n": { "zh": "Humans and Robots", "en": "Humans and Robots" }, "summary": "Section-level concept from Robotics: Humans and Robots", "summaryI18n": { "zh": "Section-level concept from Robotics: Humans and Robots", "en": "Section-level concept from Robotics: Humans and Robots" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "bookTitle": "Artificial Intelligence A Modern Approach", "bookTitleI18n": { "zh": "Artificial Intelligence A Modern Approach", "en": "Artificial Intelligence A Modern Approach" }, "chapter": "Robotics", "chapterI18n": { "zh": "Robotics", "en": "Robotics" }, "section": "Humans and Robots", "sectionI18n": { "zh": "Humans and Robots", "en": "Humans and Robots" }, "link": "BookShelf/Artificial Intelligence A Modern Approach.pdf" } ] }, { "id": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-09", "title": "Alternative Robotic Frameworks", "titleI18n": { "zh": "Alternative Robotic Frameworks", "en": "Alternative Robotic Frameworks" }, "summary": "Section-level concept from Robotics: Alternative Robotic Frameworks", "summaryI18n": { "zh": "Section-level concept from Robotics: Alternative Robotic Frameworks", "en": "Section-level concept from Robotics: Alternative Robotic Frameworks" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "bookTitle": "Artificial Intelligence A Modern Approach", "bookTitleI18n": { "zh": "Artificial Intelligence A Modern Approach", "en": "Artificial Intelligence A Modern Approach" }, "chapter": "Robotics", "chapterI18n": { "zh": "Robotics", "en": "Robotics" }, "section": "Alternative Robotic Frameworks", "sectionI18n": { "zh": "Alternative Robotic Frameworks", "en": "Alternative Robotic Frameworks" }, "link": "BookShelf/Artificial Intelligence A Modern Approach.pdf" } ] }, { "id": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-26-sec-10", "title": "Application Domains", "titleI18n": { "zh": "Application Domains", "en": "Application Domains" }, "summary": "Section-level concept from Robotics: Application Domains", "summaryI18n": { "zh": "Section-level concept from Robotics: Application Domains", "en": "Section-level concept from Robotics: Application Domains" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "bookTitle": "Artificial Intelligence A Modern Approach", "bookTitleI18n": { "zh": "Artificial Intelligence A Modern Approach", "en": "Artificial Intelligence A Modern Approach" }, "chapter": "Robotics", "chapterI18n": { "zh": "Robotics", "en": "Robotics" }, "section": "Application Domains", "sectionI18n": { "zh": "Application Domains", "en": "Application Domains" }, "link": "BookShelf/Artificial Intelligence A Modern Approach.pdf" } ] }, { "id": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-27-core", "title": "Philosophy, Ethics, and Safety of AI", "titleI18n": { "zh": "Philosophy, Ethics, and Safety of AI", "en": "Philosophy, Ethics, and Safety of AI" }, "summary": "Core ideas from chapter 27: Philosophy, Ethics, and Safety of AI", "summaryI18n": { "zh": "Core ideas from chapter 27: Philosophy, Ethics, and Safety of AI", "en": "Core ideas from chapter 27: Philosophy, Ethics, and Safety of AI" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [] }, { "id": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-01", "title": "The Limits of AI", "titleI18n": { "zh": "The Limits of AI", "en": "The Limits of AI" }, "summary": "Section-level concept from Philosophy, Ethics, and Safety of AI: The Limits of AI", "summaryI18n": { "zh": "Section-level concept from Philosophy, Ethics, and Safety of AI: The Limits of AI", "en": "Section-level concept from Philosophy, Ethics, and Safety of AI: The Limits of AI" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "bookTitle": "Artificial Intelligence A Modern Approach", "bookTitleI18n": { "zh": "Artificial Intelligence A Modern Approach", "en": "Artificial Intelligence A Modern Approach" }, "chapter": "Philosophy, Ethics, and Safety of AI", "chapterI18n": { "zh": "Philosophy, Ethics, and Safety of AI", "en": "Philosophy, Ethics, and Safety of AI" }, "section": "The Limits of AI", "sectionI18n": { "zh": "The Limits of AI", "en": "The Limits of AI" }, "link": "BookShelf/Artificial Intelligence A Modern Approach.pdf" } ] }, { "id": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-02", "title": "Can Machines Really Think?", "titleI18n": { "zh": "Can Machines Really Think?", "en": "Can Machines Really Think?" }, "summary": "Section-level concept from Philosophy, Ethics, and Safety of AI: Can Machines Really Think?", "summaryI18n": { "zh": "Section-level concept from Philosophy, Ethics, and Safety of AI: Can Machines Really Think?", "en": "Section-level concept from Philosophy, Ethics, and Safety of AI: Can Machines Really Think?" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "bookTitle": "Artificial Intelligence A Modern Approach", "bookTitleI18n": { "zh": "Artificial Intelligence A Modern Approach", "en": "Artificial Intelligence A Modern Approach" }, "chapter": "Philosophy, Ethics, and Safety of AI", "chapterI18n": { "zh": "Philosophy, Ethics, and Safety of AI", "en": "Philosophy, Ethics, and Safety of AI" }, "section": "Can Machines Really Think?", "sectionI18n": { "zh": "Can Machines Really Think?", "en": "Can Machines Really Think?" }, "link": "BookShelf/Artificial Intelligence A Modern Approach.pdf" } ] }, { "id": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-27-sec-03", "title": "The Ethics of AI", "titleI18n": { "zh": "The Ethics of AI", "en": "The Ethics of AI" }, "summary": "Section-level concept from Philosophy, Ethics, and Safety of AI: The Ethics of AI", "summaryI18n": { "zh": "Section-level concept from Philosophy, Ethics, and Safety of AI: The Ethics of AI", "en": "Section-level concept from Philosophy, Ethics, and Safety of AI: The Ethics of AI" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "bookTitle": "Artificial Intelligence A Modern Approach", "bookTitleI18n": { "zh": "Artificial Intelligence A Modern Approach", "en": "Artificial Intelligence A Modern Approach" }, "chapter": "Philosophy, Ethics, and Safety of AI", "chapterI18n": { "zh": "Philosophy, Ethics, and Safety of AI", "en": "Philosophy, Ethics, and Safety of AI" }, "section": "The Ethics of AI", "sectionI18n": { "zh": "The Ethics of AI", "en": "The Ethics of AI" }, "link": "BookShelf/Artificial Intelligence A Modern Approach.pdf" } ] }, { "id": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-28-core", "title": "The Future of AI", "titleI18n": { "zh": "The Future of AI", "en": "The Future of AI" }, "summary": "Core ideas from chapter 28: The Future of AI", "summaryI18n": { "zh": "Core ideas from chapter 28: The Future of AI", "en": "Core ideas from chapter 28: The Future of AI" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [] }, { "id": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-01", "title": "AI Components", "titleI18n": { "zh": "AI Components", "en": "AI Components" }, "summary": "Section-level concept from The Future of AI: AI Components", "summaryI18n": { "zh": "Section-level concept from The Future of AI: AI Components", "en": "Section-level concept from The Future of AI: AI Components" }, "type": "concept", "knowledgeType": "concept", "difficulty": "intermediate", "discipline": "computer-science", "taxonomyDomain": "artificial-intelligence", "tags": [ "bookshelf", "pdf-import" ], "provenanceLinks": [ { "type": "defined_in", "bookId": "book-pdf-artificial-intelligence-a-modern-approach", "bookTitle": "Artificial Intelligence A Modern Approach", "bookTitleI18n": { "zh": "Artificial Intelligence A Modern Approach", "en": "Artificial Intelligence A Modern Approach" }, "chapter": "The Future of AI", "chapterI18n": { "zh": "The Future of AI", "en": "The Future of AI" }, "section": "AI Components", "sectionI18n": { "zh": "AI Components", "en": "AI Components" }, "link": "BookShelf/Artificial Intelligence A Modern Approach.pdf" } ] }, { "id": "k-book-pdf-artificial-intelligence-a-modern-approach-ch-28-sec-02", "title": "AI Architectures", "titleI18n": { "zh": "AI Architectures", "en": "AI Architectures" }, "summary": "Section-level concept from The Future of AI: AI Architectures", "summaryI18n": { "zh": "Section-level concept from The Future of AI: AI Architectures", "en": "Section-level concept from The Future of AI: AI Architectures" }, "type": "concept", 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"摩天轮项目由关键帧与变换动画构成。", "en": "摩天轮项目由关键帧与变换动画构成。" }, "weight": 0.97, "confidence": 1.0 }, { "source": "ai-what-is-ai", "target": "ai-turing-test", "type": "prerequisite_of", "domain": "computer-science", "reason": "理解 AI 四分法是理解图灵测试路径的前置。", "reasonI18n": { "zh": "理解 AI 四分法是理解图灵测试路径的前置。", "en": "理解 AI 四分法是理解图灵测试路径的前置。" }, "weight": 0.85, "confidence": 1.0 }, { "source": "ai-what-is-ai", "target": "ai-cognitive-modeling", "type": "related_to", "domain": "computer-science", "reason": "认知建模是 AI 定义谱系中的核心分支。", "reasonI18n": { "zh": "认知建模是 AI 定义谱系中的核心分支。", "en": "认知建模是 AI 定义谱系中的核心分支。" }, "weight": 0.74, "confidence": 1.0 }, { "source": "ai-what-is-ai", "target": "ai-rational-agent", "type": "related_to", "domain": "computer-science", "reason": "理性智能体是现代 AI 主流框架之一。", "reasonI18n": { "zh": "理性智能体是现代 AI 主流框架之一。", "en": "理性智能体是现代 AI 主流框架之一。" }, "weight": 0.86, "confidence": 1.0 }, { "source": "ai-rational-agent", "target": "ai-value-alignment", "type": "related_to", "domain": "computer-science", "reason": "价值对齐问题是理性目标设定在现实中的延伸。", "reasonI18n": { "zh": "价值对齐问题是理性目标设定在现实中的延伸。", "en": "价值对齐问题是理性目标设定在现实中的延伸。" }, "weight": 0.82, "confidence": 1.0 }, { "source": "ai-turing-test", "target": "ai-rational-agent", "type": "related_to", "domain": "computer-science", "reason": "两者分别代表行为主义与理性主义 AI 评价路径。", "reasonI18n": { "zh": "两者分别代表行为主义与理性主义 AI 评价路径。", "en": "两者分别代表行为主义与理性主义 AI 评价路径。" }, "weight": 0.66, "confidence": 1.0 } ] } } }