Probabilistic Reasoning in Multiagent Systems pdf epub mobi txt 电子书下载 2024

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Yang Xiang

Cambridge University Press

2002-09-15

308

USD 85.00

Hardcover

9780521813082

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发表于2024-11-13

Probabilistic Reasoning in Multiagent Systems epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Probabilistic Reasoning in Multiagent Systems pdf epub mobi txt 电子书下载 2024

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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.

Probabilistic Reasoning in Multiagent Systems 下载 mobi epub pdf txt 电子书