Artificial intelligence
Exploring and explaining Artificial Intelligence (A I), this text covers topics like neural networks and robotics. It also addresses a range of problems to be solved using A I tools and techniques.
621 p. : illustrations ; 23 cm
9780071008945, 9780070522633, 0071008942, 0070522634
316912611
Parte. 1. Problems and search
1. What is Artificial intelligence?
2. Problems, problem spaces, and search
3. Heuristic search techniques
Parte. 2. Knowledge representation
4. Knowledge representation issues
5. Using predicate logic
6. Representing knowledge using rules
7. Symbolic reasoning under uncertainty
8. Statistical reasoning
9. Weak slot-and-filler structure
10. Strong slot-and-filler structure
11. Knowledge representation summary
Parte. 3. Advanced topics
12. Game playing
13. Planning
14. Understanding
15. Natural language processing
16. Parallel and distributed AI
17. Learning
18. Connectionist models
19. Common sense
20. Expert systems
21. Perception and action