Artificial Intelligence: A Modern Approach / Edition 2by Stuart Russell
Pub. Date: 02/01/2003
Publisher: Prentice Hall
The long-anticipated revision of this best-selling book offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Intelligent Agents. Solving Problems by Searching. Informed Search Methods. Game Playing. Agents that Reason Logically. First-order Logic. Building a Knowledge Base. Inference in First-Order Logic. Logical Reasoning Systems. Practical Planning. Planning and Acting. Uncertainty. Probabilistic Reasoning Systems. Making Simple Decisions. Making Complex Decisions. Learning from Observations. Learning with Neural Networks. Reinforcement Learning. Knowledge in Learning. Agents that Communicate. Practical Communication in English. Perception. Robotics. For those interested in artificial intelligence.
Table of Contents
I. ARTIFICIAL INTELLIGENCE.
2. Intelligent Agents.
4. Informed Search and Exploration.
5. Constraint Satisfaction Problems.
6. Adversarial Search.
III. KNOWLEDGE AND REASONING.
8. First-Order Logic.
9. Inference in First-Order Logic.
10. Knowledge Representation.
12. Planning and Acting in the Read World.
V. UNCERTAIN KNOWLEDGE AND REASONING.
14. Probabilistic Reasoning Systems.
15. Probabilistic Reasoning Over Time.
16. Making Simple Decisions.
17. Making Complex Decisions.
19. Statistical Learning.
20. Reinforcement Learning.
21. Knowledge in Learning.
VII. COMMUNICATING, PERCEIVING, AND ACTING.
23. Text Processing in the Large.
27. AI: Present and Future.
and post it to your social network
Most Helpful Customer Reviews
See all customer reviews >