Artificial intelligence [[electronic resource] ] : a modern approach / / Stuart J. Russell and Peter Norvig

• Autore: Russell Stuart J (Stuart Jonathan)
• Pubblicazione: Boston, Mass., : Pearson, 2016
• Edizione: 3rd ed.
• Descrizione fisica: 1 online resource (xviii, 1132 p.) : ill
• Disciplina: 006.3
• Soggetto topico: Artificial intelligence
• Altri autori: NorvigPeter
• Note generali: Adapted from the United States third ed., 2010.
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: I. Artificial Intelligence -- 1. Introduction -- 2. Intelligent Agents -- II. Problem-solving -- 3. Solving Problems by Searching -- 4. Beyond Classical Search -- 5. Adversarial Search -- 6. Constraint Satisfaction Problems -- III. Knowledge, Reasoning, and Planning -- 7. Logical Agents -- 8. First-Order Logic -- 9. Inference in First-Order Logic -- 10. Classical Planning -- 11. Planning and Acting in the Real World -- 12 Knowledge Representation -- IV. Uncertain Knowledge and Reasoning -- 13. Quantifying Uncertainty -- 14. Probabilistic Reasoning -- 15. Probabilistic Reasoning over Time -- 16. Making Simple Decisions -- 17. Making Complex Decisions -- V. Learning -- 18. Learning from Examples -- 19. Knowledge in Learning -- 20. Learning Probabilistic Models -- 21. Reinforcement Learning -- VI. Communicating, Perceiving, and Acting -- 22. Natural Language Processing -- 23. Natural Language for Communication -- 24. Perception -- 25. Robotics -- VII. Conclusions -- 26 Philosophical Foundations -- 27. AI: The Present and Future -- Appendices -- A. Mathematical Background -- A.1 Complexity Analysis and O() Notation -- A.2 Vectors, Matrices, and Linear Algebra -- A.3 Probability Distributions -- B. Notes on Languages and Algorithms -- B.1 Defining Languages with Backus—Naur Form (BNF) -- B.2 Describing Algorithms with Pseudocode -- B.3 Online Help -- Bibliography -- Index.
• Sommario/riassunto: 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.
• Titolo autorizzato: Artificial intelligence
• ISBN: 9781292153964 (pbk.)
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910154928703321
• Lo trovi qui: Univ. Federico II
• Serie: Prentice Hall series in artificial intelligence.