Artificial intelligence a modern approach /
Stuart Russel, Peter Norvig.
- 3rd, Pearson new international edition.
- 1 PDF-fil (1091 p.)
E-bok Pearson new international edition
Includes bibliographical references and index.
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