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Artificial Intelligence_ A Modern Approach (2-downloads) (3rd Edition) - Stuart Russell & Peter Norvig
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2022-02-24 00:33:07
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  • Artificial Intelligence
  • Artificial Intelligence
  • Preface
  • About the Authors
  • Contents
  • I Artificial Intelligence
  • 2 Intelligent Agents
  • II Problem-solving
  • 4 Beyond Classical Search
  • 5 Adversarial Search
  • 6 Constraint Satisfaction Problems
  • III Knowledge, reasoning, and planning
  • 8 First-Order Logic
  • 9 Inference in First-Order Logic
  • 10 Classical Planning
  • 11 Planning and Acting in the Real World
  • 12 Knowledge Representation
  • IV Uncertain knowledge and reasoning
  • 14 Probabilistic Reasoning
  • 15 Probabilistic Reasoning over Time
  • 16 Making Simple Decisions
  • 17 Making Complex Decisions
  • V Learning
  • 18.7 Artificial Neural Networks
  • 19 Knowledge in Learning
  • 20 Learning Probabilistic Models
  • 21 Reinforcement Learning
  • VI Communicating, perceiving, and acting
  • 23 Natural Language for Communication
  • 24 Perception
  • 25 Robotics
  • VII Conclusions
  • 27 AI: The Present and Future
  • A Mathematical background
  • B Notes on Languages and Algorithms
  • Bibliography
  • Index
  • C
  • G
  • K
  • O
  • R
  • U
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