Artificial Intelligence: A Modern Approach

What's New

• We're moving the code over to Google Code Project Hosting:
• aima-java by Ravi Mohan
• aima-python
• aima-data

Comments and Discussion

• Comments from readers
• Errata list (errors in the book)
• AIMA-talk discussion list, open to all

AI Resources on the Web

• AI On the Web, a list of over 900 links
• AI Books in many categories
• AI courses that are using AIMA (1000 schools)

Online Code Repository

• Pseudo-code from the book in pdf or ps.
• Online code in Lisp, Python, Java etc.
• Data for the online code
• Online demos (Java applets and Javascript)

For the Instructor

• AI Instructor's Resource Page
• Lecture slides in ppt, tex, ps, and pdf

Getting the Book

• From Amazon.com (write a review)
• From Prentice Hall
• From your local library
• In Translation
• First Edition

Table of Contents (Full Version)

Preface (html); chapter map
Part I Artificial Intelligence
1 Introduction
2 Intelligent Agents
Part II Problem Solving
3 Solving Problems by Searching
4 Informed Search and Exploration
5 Constraint Satisfaction Problems (pdf)
6 Adversarial Search
Part III Knowledge and Reasoning
7 Logical Agents (pdf)
8 First-Order Logic
9 Inference in First-Order Logic
10 Knowledge Representation
Part IV Planning
11 Planning (pdf)
12 Planning and Acting in the Real World
Part V Uncertain Knowledge and Reasoning
13 Uncertainty
14 Probabilistic Reasoning
15 Probabilistic Reasoning Over Time
16 Making Simple Decisions
17 Making Complex Decisions
Part VI Learning
18 Learning from Observations
19 Knowledge in Learning
20 Statistical Learning Methods (pdf)
21 Reinforcement Learning
Part VII Communicating, Perceiving, and Acting
22 Communication
23 Probabilistic Language Processing
24 Perception
25 Robotics
Part VIII Conclusions
26 Philosophical Foundations
27 AI: Present and Future
Bibliography (pdf and counts)
Index (html or pdf)

Sample chapters are provided for your information. Copyright © 2002 Prentice Hall. All rights reserved. No part of this material may be duplicated or reproduced, in any form or by any means, without permission in writing from the Publisher.