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Artificial Intelligence_ A Modern Approach (2-downloads) (3rd Edition) - Stuart Russell & Peter Norvig
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Stuart
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Artificial Intelligence: A Modern Approach (2-downloads) (3rd Edition)
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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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