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Description edit
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.... read more
Ridiculously Simplified Synopsis edit
First Sentence edit
We call ourselves Homo sapiens—man the wise—because our mental capacities are so important to us.
Table of Contents edit
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 Real World
V. Uncertain knowledge and reasoning
13. Uncertainty
14. Probabilistic Reasoning
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. Communication
23. Probabilistic Language Processing
24. Perception
25. Robotics
VIII. CONCLUSIONS.
26. Philosophical Foundations
27. AI: Present and Future
A. Mathematical Background
B. Notes on Languages and Algorithms
Bibliography
Index
Series & Lists edit
Authors & Contributors edit
- Peter Norvig (Author)
- Stuart J. Russell (Author)
First Edition edit
Original Language: English
Publisher: Prentice Hall
Country: United States
Publication Date: 0137903952
ISBN: 0137903952
Page Count: 1132
Publisher: Prentice Hall
Country: United States
Publication Date: 0137903952
ISBN: 0137903952
Page Count: 1132
Classification edit
- Library of Congress: Q335 .R86 1995
- Dewey: 006.3 20
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