Info
Artificial intelligence [[electronic resource] ] : a modern approach / / Stuart J. Russell and Peter Norvig
| Artificial intelligence [[electronic resource] ] : a modern approach / / Stuart J. Russell and Peter Norvig |
| Autore | Russell Stuart J (Stuart Jonathan) |
| Edizione | [3rd ed.] |
| Pubbl/distr/stampa | Boston, Mass., : Pearson, 2016 |
| Descrizione fisica | 1 online resource (xviii, 1132 p.) : ill |
| Disciplina | 006.3 |
| Altri autori (Persone) | NorvigPeter |
| Collana | Prentice Hall series in artificial intelligence |
| Soggetto topico | Artificial intelligence |
| ISBN | 9781292153964 (pbk.) |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| 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. |
| Record Nr. | UNINA-9910154928703321 |
Russell Stuart J (Stuart Jonathan)
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| Boston, Mass., : Pearson, 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Artificial Intelligence: A Modern Approach / / Stuart Russell
| Artificial Intelligence: A Modern Approach / / Stuart Russell |
| Autore | Russell Stuart |
| Edizione | [3rd ed.] |
| Pubbl/distr/stampa | Harlow, : Pearson Education Limited, 2014 |
| Descrizione fisica | 1 online resource (1096 pages) |
| Soggetto topico |
Engineering & Applied Sciences
Computer Science |
| ISBN |
9781292037172 (ebook)
9781292037172 1-292-03717-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 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. |
| Altri titoli varianti | Artificial Intelligence |
| Record Nr. | UNINA-9910153119503321 |
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Russell Stuart
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| Harlow, : Pearson Education Limited, 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||