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Loading... Artificial Intelligence: A Modern Approach (2nd Edition) (Prentice Hall Series in Artificial Intelligence) (edition 2002)by Stuart Russell
Work InformationArtificial Intelligence: A Modern Approach by Stuart J. Russell
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Sign up for LibraryThing to find out whether you'll like this book. No current Talk conversations about this book. not bad for an intro: simple math, minimal jargon and pretty organized ( ) I had to read this as part of my Artificial Intelligence course in Georgia Tech's Online Master's in Computer Science program, and as an AI textbook it was excellent. It provides detailed, and easy to follow, algorithms ranging from minimax and alpha-beta to Bayes Nets, Hidden Markov Models, A*, Neural Nets, and plenty more. I did not read every page of this book, but I can attest that I would not have done nearly as well in my course without it and if I need to look up an AI algo, I'll turn here first to read what Russell and Norvig have to say first and then check other resources. 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. no reviews | add a review
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References to this work on external resources. Wikipedia in English (31)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. No library descriptions found. |
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Google Books — Loading... GenresMelvil Decimal System (DDC)006.3Information Computing and Information Special Topics Artificial IntelligenceLC ClassificationRatingAverage:
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