Artificial Intelligence
Autor Stuart Russell, Peter Norvigen Limba Engleză Paperback – 18 mai 2016
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.
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Specificații
ISBN-13: 9781292153964
ISBN-10: 1292153962
Pagini: 1152
Dimensiuni: 206 x 251 x 63 mm
Greutate: 2.39 kg
Ediția:3rd edition
Editura: PEARSON
ISBN-10: 1292153962
Pagini: 1152
Dimensiuni: 206 x 251 x 63 mm
Greutate: 2.39 kg
Ediția:3rd edition
Editura: PEARSON
Cuprins
- I. Artificial Intelligence
- 1. Introduction2. 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 Reasoning13. Quantifying Uncertainty
- 14. Probabilistic Reasoning
- 15. Probabilistic Reasoning over Time
- 16. Making Simple Decisions
- 17. Making Complex Decisions
- V. Learning18. Learning from Examples
- 19. Knowledge in Learning
- 20. Learning Probabilistic Models
- 21. Reinforcement Learning
- VI. Communicating, Perceiving, and Acting22. Natural Language Processing
- 23. Natural Language for Communication
- 24. Perception
- 25. Robotics
- VII. Conclusions
- 26 Philosophical Foundations
- 27. AI: The Present and Future
- A. Mathematical Background
- B. Notes on Languages and Algorithms
- Bibliography
- Index