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Russell, Stuart J.

Artificial intelligence : a modern approach / Stuart J. Russell and Peter Norvig ; contributing writers, Ernest Davis ... [et al.] - Third Edition. - xviii, 1132 pages. : illustrations ; 26 cm. - Prentice Hall series in artificial intelligence. .

Includes bibliographical references (p. 1063-1093) and index.

1. Introduction

2. Intelligent Agents

3. Solving Problems by Searching

4. Beyond Classical Search

5. Adversarial Search

6. Constraint Satisfaction Problems

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

17. Making Complex Decisions

18. Learning from Examples

19. Knowledge in Learning

20. Learning Probabilistic Models

21. Reinforcement Learning

22. Natural Language Processing

23. Natural Language for Communication

24. Perception

25. Robotics

26 Philosophical Foundations

27. AI: The Present and Future

A. Mathematical Background

B. Notes on Languages and Algorithms



ISBN: 9780132071482 (pbk.) 0132071487 (pbk.) 9780136042594 (hbk.) 0136042597 (hbk.)

Subjects--Topical Terms:
Artificial intelligence.

Dewey Class. No.: 006.3 / R.S.A