Artificial intelligence :
Russell, Stuart J.
Artificial intelligence : a modern approach / Stuart J. Russell and Peter Norvig ; contributing writers, Ernest Davis ... [et al.]. - Third edition - Upper Saddle River, N.J. : Prentice Hall, c2010. - xviii, 1132 pages : illustrations ; 26 cm. - Prentice Hall series in artificial intelligence . - Prentice Hall series in artificial intelligence. .
Includes bibliographical references (p. 1063-1093) and index.
Artificial Intelligence -- Introduction -- Intelligent Agents -- Problem-solving -- Solving Problems by Searching -- Beyond Classical Search -- Adversarial Search -- Constraint Satisfaction Problems -- Knowledge, reasoning, and planning -- Logical Agents -- First-Order Logic -- Inference in First-Order Logic -- Classical Planning -- Planning and Acting in the Real World -- Knowledge Representation -- Uncertain knowledge and reasoning -- Quantifying Uncertainty -- Probabilistic Reasoning -- Probabilistic Reasoning over Time -- Making Simple Decisions -- Making Complex Decisions -- Learning -- Learning from Examples -- Knowledge in Learning -- Learning Probabilistic Models -- Reinforcement Learning -- Communicating, perceiving, and acting -- Natural Language Processing -- Natural Language for Communication -- Perception -- Robotics -- Conclusions -- Philosophical Foundations -- AI: The Present and Future -- Mathematical background -- Notes on Languages and Algorithms. I. 1. 2. II. 3. 4. 5. 6. III. 7. 8. 9. 10. 11. 12. IV. 13. 14. 15. 16. 17. V. 18. 19. 20. 21. VI. 22. 23. 24. 25. VII. 26. 27. A. B.
9780132071482 (pbk.) 0132071487 (pbk.) 9780136042594 (hbk.) 0136042597 (hbk.)
006.3
Artificial intelligence : a modern approach / Stuart J. Russell and Peter Norvig ; contributing writers, Ernest Davis ... [et al.]. - Third edition - Upper Saddle River, N.J. : Prentice Hall, c2010. - xviii, 1132 pages : illustrations ; 26 cm. - Prentice Hall series in artificial intelligence . - Prentice Hall series in artificial intelligence. .
Includes bibliographical references (p. 1063-1093) and index.
Artificial Intelligence -- Introduction -- Intelligent Agents -- Problem-solving -- Solving Problems by Searching -- Beyond Classical Search -- Adversarial Search -- Constraint Satisfaction Problems -- Knowledge, reasoning, and planning -- Logical Agents -- First-Order Logic -- Inference in First-Order Logic -- Classical Planning -- Planning and Acting in the Real World -- Knowledge Representation -- Uncertain knowledge and reasoning -- Quantifying Uncertainty -- Probabilistic Reasoning -- Probabilistic Reasoning over Time -- Making Simple Decisions -- Making Complex Decisions -- Learning -- Learning from Examples -- Knowledge in Learning -- Learning Probabilistic Models -- Reinforcement Learning -- Communicating, perceiving, and acting -- Natural Language Processing -- Natural Language for Communication -- Perception -- Robotics -- Conclusions -- Philosophical Foundations -- AI: The Present and Future -- Mathematical background -- Notes on Languages and Algorithms. I. 1. 2. II. 3. 4. 5. 6. III. 7. 8. 9. 10. 11. 12. IV. 13. 14. 15. 16. 17. V. 18. 19. 20. 21. VI. 22. 23. 24. 25. VII. 26. 27. A. B.
9780132071482 (pbk.) 0132071487 (pbk.) 9780136042594 (hbk.) 0136042597 (hbk.)
006.3