Research Catalog

Artificial intelligence : a modern approach

Title: Artificial intelligence : a modern approach / Stuart J. Russell and Peter Norvig ; contributing writers, John F. Canny [and others].
Author: Russell, Stuart J. (Stuart Jonathan)
Publication: Upper Saddle River, N.J. : Prentice Hall, [2003], ©2003.

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Request for On-site Use Request Scan Not available - Please for assistance.	Text	Request in advance	Q335 .R86 2003g	Off-site

Additional Authors

Norvig, Peter.

Description

xxviii, 1080 pages : illustrations; 26 cm.

Series Statement

Prentice Hall series in artificial intelligence

Uniform Title

Prentice Hall series in artificial intelligence.

Subject

Bibliography (note)

Contents

I. Artificial Intelligence -- 1. Introduction -- 2. Intelligent Agents -- II. Problem-solving -- 3. Solving Problems by Searching -- 4. Informed Search and Exploration -- 5. Constraint Satisfaction Problems -- 6. Adversarial Search -- III. Knowledge and reasoning -- 7. Logical Agents -- 8. First-Order Logic -- 9. Inference in First-Order Logic -- 10. Knowledge Representation -- IV. Planning -- 11. Planning -- 12. Planning and Acting in the Real World -- V. Uncertain knowledge and reasoning -- 13. Uncertainty -- 14. Probabilistic Reasoning -- 15. Probabilistic Reasoning over Time -- 16. Making Simple Decisions -- 17. Making Complex Decisions -- VI. Learning -- 18. Learning from Observations -- 19. Knowledge in Learning -- 20. Statistical Learning Methods -- 21. Reinforcement Learning -- VII. Communicating, perceiving, and acting -- 22. Communication -- 23. Probabilistic Language Processing -- 24. Perception --
25. Robotics -- VIII. Conclusions -- 26. Philosophical Foundations -- 27. AI: Present and Future -- A. Mathematical background -- B. Notes on Languages and Algorithms.

ISBN

OCLC

Owning Institutions

Columbia University Libraries