Artificial intelligence : a modern approach
| Autor Principal: | |
|---|---|
| Otros autores o Colaboradores: | |
| Formato: | Libro |
| Lengua: | inglés |
| Datos de publicación: |
Nueva Jersey :
Pearson Education,
2010
|
| Edición: | 3rd ed. |
| Temas: | |
| Acceso en línea: | Consultar en el Cátalogo |
| Descripción Física: | xviii, 1132 p. : il. |
| ISBN: | 9780136042594 |
Tabla de Contenidos:
- I. Artificial intelligence
- 1. Introduction
- 2. Intelligent Agents
- II. problem-solving
- 3. Solving Problem by Searching
- 4. Beyond Classical Search
- 5. Adversarial Search
- 5. 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 Uncertainly
- 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