Russell, Stuart : University of California, Berkeley
Norvig, Peter : Google Inc.
Summary
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.
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.