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Probabilistic Reasoning in Multiagent Systems

Language EnglishEnglish
Book Paperback
Book Probabilistic Reasoning in Multiagent Systems Yang Xiang
Libristo code: 04090988
Publishers Cambridge University Press, June 2010
This 2002 book investigates the opportunities in building intelligent decision support systems offer... Full description
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This 2002 book investigates the opportunities in building intelligent decision support systems offered by multi-agent distributed probabilistic reasoning. Probabilistic reasoning with graphical models, also known as Bayesian networks or belief networks, has become increasingly an active field of research and practice in artificial intelligence, operations research and statistics. The success of this technique in modeling intelligent decision support systems under the centralized and single-agent paradigm has been striking. Yang Xiang extends graphical dependence models to the distributed and multi-agent paradigm. He identifies the major technical challenges involved in such an endeavor and presents the results. The framework developed in the book allows distributed representation of uncertain knowledge on a large and complex environment embedded in multiple cooperative agents, and effective, exact and distributed probabilistic inference.

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About the book

Full name Probabilistic Reasoning in Multiagent Systems
Author Yang Xiang
Language English
Binding Book - Paperback
Date of issue 2010
Number of pages 308
EAN 9780521153904
ISBN 0521153905
Libristo code 04090988
Weight 490
Dimensions 170 x 244 x 16
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