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Artificial intelligence : a modern approach

Auteur : Stuart J Russell; Peter Norvig; John Francis Canny; et al
Éditeur: Englewood Cliffs, N.J. : Prentice Hall, ©2003.
Collection: Prentice Hall series in artificial intelligence.
Édition/format:   Livre imprimé : Anglais : 2nd edVoir toutes les éditions et tous les formats
Résumé:

For one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence. The long-anticipated revision of this best-selling text offers the most comprehensive, up-to-date  Lire la suite...

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Type de document: Livre
Tous les auteurs / collaborateurs: Stuart J Russell; Peter Norvig; John Francis Canny; et al
ISBN: 0130803022 9780130803023 9780137903955 0137903952
Numéro OCLC: 806499551
Description: XXVIII, 1080 p. : il. ; 26 cm
Contenu: 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 Read World. V. UNCERTAIN KNOWLEDGE AND REASONING. 13. Uncertainty. 14. Probabilistic Reasoning Systems. 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. Agents that Communicate. 23. Text Processing in the Large. 24. Perception. 25. Robotics. VIII. CONCLUSIONS. 26. Philosophical Foundations. 27. AI: Present and Future.
Titre de collection: Prentice Hall series in artificial intelligence.
Responsabilité: Stuart J. Russell and Peter Norvig ; contributing writers, John F. Canny ... [et al.].

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"The publication of this textbook was a major step forward, not only for the teaching of AI, but for the unified view of the field that this book introduces. Even for experts in the field, there are Lire la suite...

 
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