Buku Artificial Intelligence: A Modern Approach 4 Ed 9781292401133

Artificial Intelligence: A Modern Approach, Global Edition 4th Edition by Peter Norvig (Author), Stuart Russell (Author) Product details Publisher ‏ : ‎ Pearson 2021 Language ‏ : ‎ English ISBN-10 ‏ : ‎ 1292401133 ISBN-13 ‏ : ‎ 978-1292401133 Contents I: Artificial Intelligence Chapter 1: Introduction 1.1 What Is AI? 1.2 The Foundations of Artificial Intelligence 1.3 The History of Artificial Intelligence 1.4 The State of the Art 1.5 Risks and Benefits of AI Summary Bibliographical and Historical Notes Chapter 2: Intelligent Agents 2.1 Agents and Environments 2.2 Good Behavior: The Concept of Rationality 2.3 The Nature of Environments 2.4 The Structure of Agents Summary Bibliographical and Historical Notes II: Problem-solving Chapter 3: Solving Problems by Searching 3.1 Problem-Solving Agents 3.2 Example Problems 3.3 Search Algorithms 3.4 Uninformed Search Strategies 3.5 Informed (Heuristic) Search Strategies 3.6 Heuristic Functions Summary Bibliographical and Historical Notes Chapter 4: Search in Complex Environments 4.1 Local Search and Optimization Problems 4.2 Local Search in Continuous Spaces 4.3 Search with Nondeterministic Actions 4.4 Search in Partially Observable Environments 4.5 Online Search Agents and Unknown Environments Summary Bibliographical and Historical Notes Chapter 5: Constraint Satisfaction Problems 5.1 Defining Constraint Satisfaction Problems 5.2 Constraint Propagation: Inference in CSPs 5.3 Backtracking Search for CSPs 5.4 Local Search for CSPs 5.5 The Structure of Problems Summary Bibliographical and Historical Notes Chapter 6: Adversarial Search and Games 6.1 Game Theory 6.2 Optimal Decisions in Games 6.3 Heuristic Alpha–Beta Tree Search 6.4 Monte Carlo Tree Search 6.5 Stochastic Games 6.6 Partially Observable Games 6.7 Limitations of Game Search Algorithms Summary Bibliographical and Historical Notes III: Knowledge, reasoning, and planning Chapter 7: Logical Agents 7.1 Knowledge-Based Agents 7.2 The Wumpus World 7.3 Logic