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Record Nr. |
UNINA9910153119503321 |
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Autore |
Russell Stuart |
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Titolo |
Artificial Intelligence: A Modern Approach / / Stuart Russell |
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Pubbl/distr/stampa |
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Harlow, : Pearson Education Limited, 2014 |
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ISBN |
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9781292037172 (ebook) |
9781292037172 |
1-292-03717-2 |
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Edizione |
[3rd ed.] |
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Descrizione fisica |
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1 online resource (1096 pages) |
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Soggetti |
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Engineering & Applied Sciences |
Computer Science |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Bibliographic Level Mode of Issuance: Monograph |
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Nota di contenuto |
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Cover -- Table of Contents -- 1. Introduction -- 2. Intelligent Agents -- 3. Solving Problems by Searching -- 4. Beyond Classical Search -- 5. Adversarial Search -- 6. Logical Agents -- 7. Constraint Satisfaction Problems -- 8. First-Order Logic -- 9. Inference in First-Order Logic -- 10. Classical Planning -- 11. Planning and Acting in the Real World -- 12. Knowledge Representation -- 13. Quantifying Uncertainty -- 14. Probabilistic Reasoning -- 15. Probabilistic Reasoning Over Time -- 16. Making Simple Decisions -- 17. Making Complex Decisions -- 18. Learning from Examples -- 19. Knowledge in Learning -- 20. Learning Probabilistic Models -- 21. Natural Language Processing -- 22. Reinforcement Learning -- 23. Natural Language for Communication -- 24. Perception -- 25. Robotics -- 26. Mathematical Background -- 27. Notes on Languages and Algorithms -- 28. Bibliography -- Index. |
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Sommario/riassunto |
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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 introduction to the theory and practice of artificial intelligence. View chapters 3 and 4 from the Third Edition. Artificial Intelligence: A Modern Approach, 3e is available to purchase as an eText for your Kindle™, NOOK™, and the iPhone®/iPad®. You can also purchase the eText for 180 days through CourseSmart http://www.mypearsonstore.com/bookstore/product.asp? |
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