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Artificial Intelligence: A Modern Approach by Stuart J. Russell
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Artificial Intelligence: A Modern Approach

by Stuart J. Russell

Series: Prentice Hall Series in Artificial Intelligence

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An essential and comprehensive exploration of AI concepts and design. ( )
  dohouk | Oct 4, 2009 |
  knol | Dec 22, 2007 |
The now-standard AI textbook, this offers an overview and some detail on classic AI (automated reasoning and theorem proving, planning, and expert systems) as well as an introduction to statistical techniques (machine learning and neural networks, probabilistic and fuzzy models, modern NLP methods). The Situated Agents approach unifies the book loosely, but it doesn't present a grand unified theory of agents, instead emphasizing the bricolage approach common in the real world. The web site, http://aima.cs.berkeley.edu/ , is also an excellent resource. ( )
3 vote dmihalcik | Jul 24, 2007 |
One of the best general handbooks for applied artificial intelligence. The book's website has most to all of the code available in a variety of languages in addition to the prototyping examples. ( )
1 vote johnemersonsfoot | Jun 23, 2007 |
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Dedication
For my parents -- S.J.R.
For Isabella -- P.N.
First words
In which we try to explain why we consider artificial intelligence to be a subject most worthy of study, and in which we try to decide what exactly it is, this being a good thing to decide before embarking.
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(Click to show. Warning: May contain spoilers.)
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Canonical titleArtificial Intelligence: A Modern Approach
Original publication date2002 (Second Edition), 1995 (First Edition)
SeriesPrentice Hall Series in Artificial Intelligence
DedicationFor my parents -- S.J.R. For Isabella -- P.N.
First wordsIn which we try to explain why we consider artificial intelligence to be a subject most worthy of study, and in which we try to decide what exactly it is, this being a good thing to decide before embarking.
Last words(Click to show. Warning: May contain spoilers.)
Book description

Amazon.com (ISBN 0131038052, Hardcover)

Artificial Intelligence: A Modern Approach introduces basic ideas in artificial intelligence from the perspective of building intelligent agents, which the authors define as "anything that can be viewed as perceiving its environment through sensors and acting upon the environment through effectors." This textbook is up-to-date and is organized using the latest principles of good textbook design. It includes historical notes at the end of every chapter, exercises, margin notes, a bibliography, and a competent index. Artificial Intelligence: A Modern Approach covers a wide array of material, including first-order logic, game playing, knowledge representation, planning, and reinforcement learning.

(retrieved from Amazon Fri, 24 Apr 2009 07:58:24 -0400)

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