Artificial Intelligence : a modern approach
Gardado en:
| Auteurs principaux: | , |
|---|---|
| Formato: | Livre papier |
| Idioma: | Anglais |
| Publicado: |
Upper Saddle River, NJ :
Prentice Hall : Pearson education international
C 2003.
|
| Edición: | 2nd edition. |
| Series: | Prentice Hall series in artificial intelligence
|
| Sujets: | |
| Nota: |
La couv. porte en plus "The intelligent agent book" |
| Autres localisations: | Voir dans le Sudoc |
Table des matières:
- I. Artificial intelligence
- 1. Introduction
- 2. Intelligent agents
- II. Problem-solving
- 3. Solving problems by searching
- 4. Informed search and exploration
- 5. Constraint saitsfaction problems
- 6. Adversarial search
- III. Knowledge and reasoning
- 7. Logical agents
- 8. First-order logic
- 9. Inference in first-order logic
- 10. Knowledge representation
- IV. Planning
- 11. Planning
- 12. Planning and acting in the real world
- V. Uncertain knowledge and reasoning
- 13. Uncertainty
- 14. Probabilistic reasoning
- 15. Probabilistic reasoning over time
- 16. Making simple decisions
- 17. Making complex decisions
- VI. Learning
- 18. Learning from observations
- 19. Knowledge in learning
- 20. Statistical learning methods
- 21. Reinforcement learning
- VII. Communicating, perceiving, and acting
- 22. Communication
- 23. Probabilistic language processing
- 24. Perception
- 25. Robotics
- VIII. Conclusions
- 26. Philosophical foundations
- 27. AI : present and future
- A. Mathematical background
- B. Notes on languages and algorithms