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Artificial intelligence : a modern approach ; [the intelligent agent book]

Author: Stuart Jonathan Russell; Peter Norvig
Publisher: Upper Saddle River, NJ : Prentice Hall, 2003.
Series: Prentice Hall series in artificial intelligence.
Edition/Format:   Print book : English : 2. ed., internat. edView all editions and formats
Summary:
The first edition of Artificial Intelligence: A Modern Approach has become a classic in the AI literature. It has been adopted by over 600 universities in 60 countries, and has been praised as the definitive synthesis of the field. In the second edition, every chapter has been extensively rewritten. Significant new material has been introduced to cover areas such as constraint satisfaction, fast propositional  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Stuart Jonathan Russell; Peter Norvig
ISBN: 0130803022 9780130803023 0137903952 9780137903955
OCLC Number: 249298222
Description: XXVIII, 1081 Seiten : Illustrationen, Diagramme ; 26 cm.
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 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.
Series Title: Prentice Hall series in artificial intelligence.
Responsibility: Stuart J. Russell and Peter Norvig.

Abstract:

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  Read more...

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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 Read more...

 
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