Artificial intelligence : a modern approach / Stuart J.Russell and Peter Norvig
Material type:
TextPublication details: Harlow : Pearson, [c2022]. Edition: 4th edDescription: 1166 p. : col. ill. ; 26 cmISBN: 9781292401133Subject(s): Artificial intelligenceDDC classification: 006.3 RUS
| Item type | Current library | Home library | Call number | Status | Date due | Barcode | Item holds |
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English Lending
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Villa College Library | Villa College Library | 006.3 RUS (Browse shelf(Opens below)) | Available | 17140 | ||
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English Lending
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Villa College QI Campus | Villa College Library | 006.3 RUS (Browse shelf(Opens below)) | Available | 17128 | ||
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English Lending
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Villa College Library | Villa College Library | 006.3 RUS (Browse shelf(Opens below)) | Available | 17129 |
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| 006.3 RIC Artificial intelligence / | 006.3 RUS Artificial intelligence : a modern approach / | 006.3 RUS Artificial intelligence : a modern approach / | 006.3 RUS Artificial intelligence : a modern approach / | 006.302855133 BRA Prolog programming for artificial intelligence / | 006.31 BUR Machine learning engineering / | 006.31 BUR Machine learning engineering / |
Contents Include:
I Artificial Intelligence
1. Introduction
2. Intelligent Agents
II Problem Solving
3. Solving Problems by Searching
4. Search in Complex Environments
5. Constraint Satisfaction Problems
6. Adversarial Search and Games
III Knowledge, Reasoning and Planning
7. Logical Agents
8. First-Order Logic
9. Inference in First-Order Logic
10. Knowledge Representation
11. Automated Planning
IV Uncertain Knowledge and Reasoning
12. Quantifying Uncertainty
13. Probabilistic Reasoning
14. Probabilistic Reasoning over Time
15. Making Simple Decisions
16. Making Complex
17. Multiagent Decision Making
18. Probabilistic Programming
V Machine Learning
19. Learning from Examples
20. Knowledge in Learning
21. Learning Probabilistic Models
22. Deep Learning
23. Reinforcement Learning
VI Communicating, perceiving, and acting
24. Natural Language Processing
25. Deep Learning for Natural Language Processing
26. Robotics
27. Computer Vision
VII Conclusions
Includes bibliographical references and index.
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