Artificial intelligence : a modern approach / Stuart J. Russell and Peter Norvig ; contributing writers, John F. Canny ... [et al.].Material type: TextPublication details: New Delhi : Prentice Hall/Pearson Education, 2008Edition: 2nd edDescription: 1046 pISBN:
- 006.3 21 R9611
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|006.3 M6875 Artificial intelligence||006.3 N712 Artificial Intelligence :||006.3 R911 Artificial intelligence :||006.3 R9611 Artificial intelligence :||006.3 Sch325 Artificial intelligence in daily life||006.3 Sch325 Artificial intelligence in daily life||006.3 Sch325 Artificial intelligence in daily life|
I. Artificial intelligence. 1. Introduction. 2. Intelligent agents. Ii. Problem-solving. 3. Solving problems by searching. 4. Informed search and exploration. 5. Constraint satisfaction 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 read world. V. Uncertain knowledge and reasoning. 13. Uncertainty. 14. Probabilistic reasoning systems. 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. Agents that communicate. 23. Text processing in the large. 24. Perception. 25. Robotics. Viii. Conclusions. 26. Philosophical foundations. 27. Ai: present and future.