Xiang Yang:
Probabilistic Reasoning in Multiagent Systems: A Graphical Models Approach

A Graphical Models Approach
Cambridge University Press (United Kingdom), 2002
Hardback, 308 pagesSize: 247x174 mm
ISBN-13: 9780521813082
ISBN-10: 0521813085

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Probabilistic Reasoning in Multiagent Systems: A Graphical Models Approach

Probalistic reasoning with graphical models, also known as Bayesian networks or belief networks, has become an active field of research and practice in artifical intelligence, operations research and statistics in the last two decades. The success of this technique in modeling intelligent decision support systems under the centralized and single-agent paradim has been striking. In this book, the author 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 gleaned from a decade's research.

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Yang Xiang
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