Top Document: Artificial Intelligence FAQ: Bibliography 4/6 [Monthly posting] Previous Document: [4-0] General web repositories(was: Research Index (nee Citeceer)) Next Document: [4-2] Search, Game Playing and Video Game AI See reader questions & answers on this topic! - Help others by sharing your knowledge The lack of a review or the presence of a short review should not be interpreted as indicating anything about the quality of the text. Introductory texts: Stuart Russell and Peter Norvig, "Artificial Intelligence: A Modern Approach", Prentice Hall, 1994. 840 pages, $57.95. [Uses intelligent agents as a unifying theme. Currently the most widely used textbook. Excellent depth, incredible breadth.] Thomas L. Dean, James Allen, John Aloimonons, "Artificial Intelligence: Theory and Practice", Benjamin/Cummings, 1994. 680 pages, ISBN 0-8053-25476. [Lisp/Scheme/C++ code is available from http://yoda.cis.temple.edu:8080/books/dean] Matthew L. Ginsberg, "Essentials of AI", Morgan Kaufmann Publishers, 1993, ISBN 1-55860-221-6, 430 pages, $49.95. [Topics include search, knowledge representation, logic, assumption-based truth maintenance, nonmonotonic reasoning, probability, frames, semantic nets, planning, learning, vision, natural language processing, and expert systems.] George Luger and William Stubblefield, "Artificial Intelligence: Structures and Strategies for Complex Problem Solving", 2nd Edition, The Benjamin/Cummings Publishing Company, Inc., 1993. 720 pages, ISBN 0-8053-4780-1. [Includes algorithms implemented in Lisp and Prolog.] D. Poole, A. Mackworth and R. Goebel, "Computational Intelligence: A Logical Approach", Oxford University Press, 1998, 576 pages, ISBN 0-19-510270-3. [Prolog code and other resources are available from http://www.cs.ubc.ca/spider/poole/ci.html] Ian Pratt, "Artificial Intelligence", Macmillan, London, 1994. 280 pages, ISBN 0-333-59755-9 ($35). [In-depth introduction to several AI topics, using inference as a central theme. As a result, omits topics like NLP, expert systems, vision, and robotics. Hence this book is a good themed introduction to a subset of AI, but is not suitable for a general purpose overview of AI.] Elaine Rich & Kevin Knight, "Artificial Intelligence", 2nd edition, McGraw-Hill, New York, 1991. ISBN 0-07-052263-4. [One of the more popular introductory texts to AI, giving a very good general overview of most AI topics. In some places the book sacrifices depth for breadth, and a few more recent topics are neglected. Nevertheless this book provides an excellent foundation in areas central to AI. Source code is available from ftp.cs.cmu.edu:/user/ai/areas/bookcode/knight/.] Patrick Henry Winston, "Artificial Intelligence", Third Edition, Addison Wesley, Reading, MA, 1992, ISBN 0-201-53377-4. [A classic early AI text. This text is very much hands-on, with actual toy examples. Source code is in ftp.ai.mit.edu:/pub/ai3/.] Overviews and References: Gerhard Lakemeyer and Bernhard Nebel, "Exploring Artifical Intelligence in the New Millennium", Morgan Kaufmann, 2003. [highlights of the current state of AI as of the IJCAI2001 conference. 13 papers by distinguished researchers in their fields.] Avron Barr and Edward A. Feigenbaum, "The Handbook of Artificial Intelligence", volumes 1-4, Addison-Wesley, Reading, MA, 1986. Alan Bundy, editor, "Catalogue of Artificial Intelligence Techniques", 3rd Edition, Springer Verlag, 1990, ISBN 0-387-52959-4, 179 pages, $29.50. Stan Gibilisco, editor, "The McGraw-Hill Illustrated Encyclopedia of Robotics and Artificial Intelligence", Tab Books, Blue Ridge Summit, PA, 1994. 512 pages, ISBN 0-07-023613-5 hardcover ($40), ISBN 0-07-023614-3 paper ($25). [This entry tentative -- I haven't seen a copy of the book yet.] Raymond Kurzweil's "The Age of Intelligent Machines", MIT Press, 1990, 565 pages, ISBN 0-262-11121-7, $39.95. [General Introduction] Minsky, Marvin, "The Society of Mind", Simon and Schuster, New York, 1988. 339 pages, ISBN 0-67-160740-5 ($21.95). Shapiro, Stuart C. (ed), "Encyclopedia of Artificial Intelligence", 2nd Edition, John Wiley & Sons, New York, 1992. (1st ed, 1987) Sundermeyer, K., "Knowledge-Based Systems: Terminology and References", Wissenschaftverlag, 1991. ISBN 3-411-14941-8 Bonnie Lynn Webber and Nils J. Nilsson, "Readings in Artificial Intelligence", Morgan Kaufmann, San Mateo, CA, 1981. Glossaries and Dictionaries: Colin Beardon "Artificial Intelligence Terminology: a reference guide" John Wiley & Sons, NY, 1989, 283 pages. ISBN 0-7458-0718-6 Dennis Mercadal, "Dictionary of Artificial Intelligence", Van Nostrand Reinhold, 1994. ISBN 0-442-00451-6, $36.95. Online Dictionary of Computing http://wombat.doc.ic.ac.uk/ Contains a glossary of computer science terminology with cross-references and links to related Internet resources. P610.8, "Draft Standard Glossary of Artificial Intelligence Terminology" referenced in "IEEE Std 610.12-1990, IEEE Standard Glossary of Software Technology, December 1990". Jerry M. Rosenberg, "Dictionary of Artificial Intelligence and Robotics", Wiley, New York, 1986, 203 pages. Raoul N. Smith, editor, "The Facts on File Dictionary of Artificial Intelligence", Facts on File, New York, 1989, 211 pages. ISBN 0-8160-1593-3. Ellen Thro, "The Artificial Intelligence Dictionary", Microtrend Books, San Marcos, CA, 1991, 407 pages, ISBN 0-915391-36-8. Surveys: Howard E. Shrobe, editor, "Exploring Artificial Intelligence", Morgan Kaufmann Publishers, San Mateo, CA, 1988. (Survey talks from the AAAI 1986 and 1987 conferences.) Applied AI: Hugh Cartwright <HCART@vax.ox.ac.uk>, "Applications of Artificial Intelligence in Chemistry" Oxford University Press, 1994. 92 pages, ISBN 0-19-855736-1. [An inexpensive text that is aimed at undergraduate and graduate students in engineering, physical and life sciences who have little or no prior knowledge of AI. It provides an overview of the use and potential of AI methods in the sciences.] AI for C People: Herbert Schildt, "Artificial Intelligence Using C", McGraw-Hill, 1987. 412 pages. ISBN 0-07-881255-0. Herbert Schildt, "Artificial Intelligence Using C++", McGraw-Hill. User Contributions:Comment about this article, ask questions, or add new information about this topic:Top Document: Artificial Intelligence FAQ: Bibliography 4/6 [Monthly posting] Previous Document: [4-0] General web repositories(was: Research Index (nee Citeceer)) Next Document: [4-2] Search, Game Playing and Video Game AI Part1 - Part2 - Part3 - Part4 - Part5 - Part6 - Part7 - Single Page [ Usenet FAQs | Web FAQs | Documents | RFC Index ] Send corrections/additions to the FAQ Maintainer: crabbe@usna.edu
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