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Artificial Intelligence: A Modern Approach

(Paperback)
15 Ratings  |  5 Reviews
Publisher: Pearson (2003)
Price: Rs. 535
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Book Summary of Artificial Intelligence: A Modern Approach

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

The long-anticipated revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence.

Salent Features
  • NEW—Nontechnical learning material-provides a simple overview of major concepts, uses a nontechnical language to help increase understanding.
  • NEW—Nontechnical learning material-provides a simple overview of major concepts, uses a nontechnical language to help increase understanding.
  • NEW—Nontechnical learning material-provides a simple overview of major concepts, uses a nontechnical language to help increase understanding.
  • NEW—The Internet as a sample application for intelligent systems—Examples of logical reasoning, planning, and natural language processing using Internet agents.
  • NEW—Increased coverage of material—New or expanded coverage of constraint satisfaction, local search planning methods, multi-agent systems, game theory, statistical natural language processing and uncertain reasoning over time. More detailed descriptions of algorithms for probabilistic inference, fast propositional inference, probabilistic learning approaches including EM, and other topics.
  • NEW—More Online Software.
  • A unified, agent-based approach to AI—Organizes the material around the task of building intelligent agents.
  • Comprehensive, up-to-date coverage—Includes a unified view of the field organized around the rational decision making paradigm.
  • A flexible format-makes the text adaptable for varying instructors' preferences.
  • In-depth coverage of basic and advanced topics.
  • Pseudo-code versions of the major AI algorithms are presented in a uniform fashion, and Actual Common Lisp and Python implementations of the presented algorithms are available via the Internet.

Table Of Contents
ARTIFICIAL INTELLIGENCE.
    • Introduction.
    • Intelligent Agents.
    • Solving Problems by Searching.
    • Informed Search and Exploration.
    • Constraint Satisfaction Problems.
    • Adversarial Search.
KNOWLEDGE AND REASONING.
    • Logical Agents.
    • First-Order Logic.
    • Inference in First-Order Logic.
    • Knowledge Representation.
    • Planning.
    • Planning and Acting in the Read World.
UNCERTAIN KNOWLEDGE AND REASONING.
    • Uncertainty.
    • Probabilistic Reasoning Systems.
    • Probabilistic Reasoning Over Time.
    • Making Simple Decisions.
    • Making Complex Decisions.
LEARNING.
    • Learning from Observations.
    • Statistical Learning.
    • Reinforcement Learning.
    • Knowledge in Learning.
COMMUNICATING, PERCEIVING, AND ACTING.
    • Agents that Communicate.
    • Text Processing in the Large.
    • Perception.
    • Robotics.
CONCLUSIONS.
    • Philosophical Foundations.
    • AI: Present and Future.
 

Book Reviews of Artificial Intelligence: A Modern Approach

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(Based on 15 ratings)
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16 November 11
Your first AI book

An excellent book, every bit worthy of being your first AI book.

Both the authors are renowned computer scientists and notable for their contributions in the field of artificial intelligence.

The book has been written in simple and easy to read style and covers detailed array of algorithms and techniques used in AI. It also touches the hardware part of AI systems (as in robotics), though only elementary. Probability is also covered in fairly detailed manner.

This book here however is the 2nd Edition, a newer 3rd Edition of this book has already been released, but yet not available in Low Price Edition (LPE) for Indian Subcontinent (at the time of posting this review). Though there is no major change in the new 3rd Edition, mostly re-structuring and re-arrangement of topics.

If you are willing to shell some extra money, you can have the newer 3rd Edition, here is the flipkart link to 3rd edition of this book:
www.flipkart.com/books/01320714877d8f891194?affid=flpkartgma

PS: 4 star for not being the latest edition.

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2 of 3 users found this review helpful.
16 October 11
first to review
THE BEST

I have very few words to explain the awesomeness of this book. I bought it to learn about AI in gaming, but what I got to learn from it is a lot more... There are countless algorithms and practical application examples explained in the book. The authors are extremely experienced in the field and have delivered their ideas in the best and the most understandable language.

This book taught me to think different and to approach AI in the best possible manner. There are hardly any codes in the book so you should know at least one programming language to make good use of it... They recommend python, I used both Python and Java. I'd also recommend octave to make life a lot easier.

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3 of 3 users found this review helpful.
17 November 11
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Newer edition available!

A newer 3rd Edition is available out there. Not an Indian low priced edition yet, but the Imported Edition (from US), so would cost dearly. Here:
www.flipkart.com/books/0132071487?affid=setu2kxyah

This is not a major edition, but a revised one. So, there aren't major changes.

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1 of 1 users found this review helpful.
18 May 12
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certified buyer
Best book to begin

This is best book to begin studying AI. Authors have great understanding of subject and are masters in the field. Lot of implementation examples are on available on authors website as well. Best introductory text book to study AI and I highly recommend this book to anyone who is studying AI

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0 of 0 users found this review helpful.
01 March 12
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certified buyer
The best introductory book for Artificial Intelligence

This book is an excellent book for beginners in the field of Artificial Intelligence. It familiarises you with the fundamentals of almost all the branches of Artificial Intelligence written in a lucid language. Moreover, you experience how fun and enjoyable AI is while reading the book...

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Details of Book: Artificial Intelligence: A Modern Approach

Book: Artificial Intelligence: A Modern Approach
Author: Stuart Russell, Peter Norvig
ISBN:

8177583670

ISBN-13:

9788177583670

,

978-8177583670

Binding: Paperback
Publishing Date: 2003
Publisher: Pearson
Edition: 2ndEdition
Number of Pages: 1108
Language: English
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