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Artificial Intelligence By Stuart Russell

Artificial Intelligence by Stuart Russell

Condition - Very Good
$50.99
Only 1 left

Summary

For one/two-semester, undergraduate or graduate-level courses in Artificial Intelligence.

The most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence.

Artificial Intelligence Summary

Artificial Intelligence: A Modern Approach: International Edition by Stuart Russell

This is an introduction to the theory and practice of artificial intelligence. It uses an intelligent agent as the unifying theme throughout, and covers areas that are sometimes underemphasized elsewhere. These include reasoning under uncertainty, learning, natural language, vision and robotics. The book also explains in detail some of the more recent ideas in the field, including simulated annealing, memory-bounded search, global ontologies, dynamic belief networks, neural nets, inductive logic programming, computational learning theory, and reinforcement learning. An instructor's manual with transparency masters is also available.

Table of Contents

I. ARTIFICIAL INTELLIGENCE.

1. Introduction.
2. Intelligent Agents.

II. PROBLEM-SOLVING.

3. Solving Problems by Searching.
4. Informed Search Methods.
5. Game Playing.

III. KNOWLEDGE AND REASONING.

6. Agents that Reason Logically.
7. First-order Logic.
8. Building a Knowledge Base.
9. Inference in First-Order Logic.
10. Logical Reasoning Systems.

IV. ACTING LOGICALLY.

11. Planning.
12. Practical Planning.
13. Planning and Acting.

V. UNCERTAIN KNOWLEDGE AND REASONING.

14. Uncertainty.
15. Probabilistic Reasoning Systems.
16. Making Simple Decisions.
17. Making Complex Decisions.

VI. LEARNING.

18. Learning from Observations.
19. Learning with Neural Networks.
20. Reinforcement Learning.
21. Knowledge in Learning.

VII. COMMUNICATING, PERCEIVING, AND ACTING.

22. Agents that Communicate.
23. Practical Communication in English.
24. Perception.
25. Robotics.

VIII. CONCLUSIONS.

26. Philosophical Foundations.
27. AI: Present and Future.

Additional information

GOR001293751
Artificial Intelligence: A Modern Approach: International Edition by Stuart Russell
Used - Very Good
Paperback
Pearson Education (US)
1995-01-31
912
0133601242
9780133601244
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us

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