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Artificial Intelligence: A Modern Approach
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Artificial Intelligence: A Modern Approach Hardcover - 2009

by Stuart Russell; Peter Norvig


Summary

Artificial Intelligence: A Modern Approach, 3e offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Number one in its field, this textbook is ideal for one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence. Dr. Peter Norvig, contributing Artificial Intelligence author and Professor Sebastian Thrun, a Pearson author are offering a free online course at Stanford University on artificial intelligence. According to an article in The New York Times , the course on artificial intelligence is “one of three being offered experimentally by the Stanford computer science department to extend technology knowledge and skills beyond this elite campus to the entire world.” One of the other two courses, an introduction to database software, is being taught by Pearson author Dr. Jennifer Widom. Artificial Intelligence: A Modern Approach, 3e is available to purchase as an eText for your Kindle™, NOOK™, and the iPhone®/iPad®. To learn more about the course on artificial intelligence, visit http://www.ai-class.com. To read the full New York Times article, click here.Sample questions asked in the 3rd edition of Artificial Intelligence:Consider the sensorless version of the erratic vacuum world. Draw the belief-state space reachable from the initial belief state (1, 2, 3, 4, 5, 6, 7, 8), and explain why the problem is unsolvable. Give a complete problem formulation for each of the following. Choose a formulation that is precise enough to be implemented. a . Using only four colors, you have to color a planar map in such a way that no two adjacent regions have the same color. b . A 3-foot-tall monkey is in a room where some bananas are suspended from the 8-foot ceiling. He would like to get the bananas. The room contains two stackable, movable, climbable 3-foot-high crates. c . You have a program that outputs the message “illegal input record” when fed a certain file of input records. You know that processing of each record is independent of the other records. You want to discover what record is illegal. d . You have three jugs, measuring 12 gallons, 8 gallons, and 3 gallons, and a water faucet. You can fill the jugs up or empty them out from one to another or onto the ground. You need to measure out exactly one gallon. Examine the AI literature to discover whether the following tasks can currently be solved by computers: a . Playing a decent game of table tennis (Ping-Pong). b . Driving in the center of Cairo, Egypt. c . Driving in Victorville, California. d . Buying a week’s worth of groceries at the market. e . Buying a week’s worth of groceries on the Web. f . Playing a decent game of bridge at a competitive level. g . Discovering and proving new mathematical theorems. h . Writing an intentionally funny story. i . Giving competent legal advice in a specialized area of law. j . Translating spoken English into spoken Swedish in real time. k . Performing a complex surgical operation. For the currently infeasible tasks, try to find out what the difficulties are and predict when, if ever, they will be overcome.

From the publisher

Artificial Intelligence: A Modern Approach, 3e offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Number one in its field, this textbook is ideal for one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence.

Dr. Peter Norvig, contributing Artificial Intelligence author and Professor Sebastian Thrun, a Pearson author are offering a free online course at Stanford University on artificial intelligence.

According to an article in The New York Times, the course on artificial intelligence is "one of three being offered experimentally by the Stanford computer science department to extend technology knowledge and skills beyond this elite campus to the entire world." One of the other two courses, an introduction to database software, is being taught by Pearson author Dr. Jennifer Widom.

Artificial Intelligence: A Modern Approach, 3e is available to purchase as an eText for your KindleTM, NOOKTM, and the iPhone(R)/iPad(R).

To learn more about the course on artificial intelligence, visit http: //www.ai-class.com. To read the full New York Times article, click here.

Details

  • Title Artificial Intelligence: A Modern Approach
  • Author Stuart Russell; Peter Norvig
  • Binding Hardcover
  • Edition 3rd Edition
  • Pages 1152
  • Volumes 1
  • Language ENG
  • Publisher Pearson, U.S.A.
  • Date 2009-12
  • Illustrated Yes
  • Features Bibliography, Illustrated, Index, Table of Contents
  • ISBN 9780136042594 / 0136042597
  • Weight 4.78 lbs (2.17 kg)
  • Dimensions 10.04 x 8.28 x 1.78 in (25.50 x 21.03 x 4.52 cm)
  • Library of Congress subjects Artificial intelligence
  • Dewey Decimal Code 006.3

Media reviews

Citations

  • Library Journal, 04/01/2015, Page 45

About the author

Stuart Russell was born in 1962 in Portsmouth, England. He received his B.A. with first-class honours in physics from Oxford University in 1982, and his Ph.D. in computer science from Stanford in 1986. He then joined the faculty of the University of California at Berkeley, where he is a professor of computer science, director of the Center for Intelligent Systems, and holder of the Smith-Zadeh Chair in Engineering. In 1990, he received the Presidential Young Investigator Award of the National Science Foundation, and in 1995 he was cowinner of the Computers and Thought Award. He was a 1996 Miller Professor of the University of California and was appointed to a Chancellor's Professorship in 2000. In 1998, he gave the Forsythe Memorial Lectures at Stanford University. He is a Fellow and former Executive Council member of the American Association for Artificial Intelligence. He has published over 100 papers on a wide range of topics in artificial intelligence. His other books include The Use of Knowledge in Analogy and Induction and (with Eric Wefald) Do the Right Thing: Studies in Limited Rationality.

Peter Norvig is currently Director of Research at Google, Inc., and was the director responsible for the core Web search algorithms from 2002 to 2005. He is a Fellow of the American Association for Artificial Intelligence and the Association for Computing Machinery. Previously, he was head of the Computational Sciences Division at NASA Ames Research Center, where he oversaw NASA's research and development in artificial intelligence and robotics, and chief scientist at Junglee, where he helped develop one of the first Internet information extraction services. He received a B.S. in applied mathematics from Brown University and a Ph.D. in computer science from the University of California at Berkeley. He received the Distinguished Alumni and Engineering Innovation awards from Berkeley and the Exceptional Achievement Medal from NASA. He has been a professor at the University of Southern California and a research faculty member at Berkeley. His other books are Paradigms of AI Programming: Case Studies in Common Lisp and Verbmobil: A Translation System for Faceto-Face Dialog and Intelligent Help Systems for UNIX.

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