An edition of Artificial intelligence: A modern approach
(1994)
Artificial Intelligence: A Modern Approach
by Stuart J. Russell and Peter Norvig
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Artificial Intelligence A Modern Approach
Apr 10, 2009, Pearson India
paperback
9332518696 9789332518698
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Book Details
Table of Contents
Part I Artificial Intelligence
1 Introduction
2 Intelligent Agents
Part II Problem Solving
3 Solving Problems by Searching
4 Beyond Classical Search
5 Adversarial Search
6 Constraint Satisfaction Problems
Part III Knowledge and Reasoning
7 Logical Agents
8 First-Order Logic
9 Inference in First-Order Logic
10 Classical Planning
11 Planning and Acting in the Real World
12 Knowledge Representation
Part IV Uncertain Knowledge and Reasoning
13 Quantifying Uncertainty
14 Probabilistic Reasoning
15 Probabilistic Reasoning over Time
16 Making Simple Decisions
17 Making Complex Decisions
Part V Learning
18 Learning from Examples
19 Knowledge in Learning
20 Learning Probabilistic Models
21 Reinforcement Learning
Part VII Communicating, Perceiving, and Acting
22 Natural Language Processing
23 Natural Language for Communication
24 Perception
25 Robotics
Part VIII Conclusions
26 Philosophical Foundations
27 AI: The Present and Future
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A comprehensive, up-to-date introduction to the theory and practice of artificial intelligence.
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