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Artificial Intelligence: A Modern Approach, 2nd ed. US$120.00

0137903952
Artificial Intelligence: A Modern Approach, 2nd ed.

This long-anticipated revision of Stuart J. Russell and Peter Norvig's best-selling Artificial Intelligence: A Modern Approach offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence.

1132 pages; hardcover

Table of Contents

I. ARTIFICIAL INTELLIGENCE

  • Introduction
  • Intelligent Agents

II. PROBLEM-SOLVING

  • Solving Problems by Searching
  • Informed Search and Exploration
  • Constraint Satisfaction Problems
  • Adversarial Search

III. KNOWLEDGE AND REASONING

  • Logical Agents
  • First-Order Logic
  • Inference in First-Order Logic
  • Knowledge Representation

IV. PLANNING

  • Planning.
  • Planning and Acting in the Read World

V. UNCERTAIN KNOWLEDGE AND REASONING

  • Uncertainty.
  • Probabilistic Reasoning Systems
  • Probabilistic Reasoning Over Time
  • Making Simple Decisions
  • Making Complex Decisions

VI. LEARNING

  • Learning from Observations
  • Statistical Learning
  • Reinforcement Learning
  • Knowledge in Learning

VII. COMMUNICATING, PERCEIVING, AND ACTING

  • Agents that Communicate
  • Text Processing in the Large
  • Perception
  • Robotics

VIII. CONCLUSIONS

  • Philosophical Foundations
  • AI: Present and Future


This product was added to our catalog on Friday 18 November, 2005.

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