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Cambridge University Press Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations

Name: Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations
Brand: Cambridge University Press

AI & Machine Learning

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Multiagent systems combine multiple autonomous entities, each having diverging interests or different information. This overview of the field offers a computer science perspective, but also draws on ideas from game theory, economics, operations research, logic, philosophy and linguistics. It will serve as a reference for researchers in each of these fields, and be used as a text for advanced undergraduate or graduate courses. The authors emphasize foundations to create a broad and rigorous treatment of their subject, with thorough presentations of distributed problem solving, game theory, multiagent communication and learning, social choice, mechanism design, auctions, cooperative game theory, and modal logics of knowledge and belief. For each topic, basic concepts are introduced, examples are given, proofs of key results are offered, and algorithmic considerations are examined. An appendix covers background material in probability theory, classical logic, Markov decision processes and mathematical programming.

Product Specifications

Brand: Cambridge University Press
Format: hardcover
ASIN: 0521899435
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 15 December 2008
Listed Since: 07 January 2008

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Cambridge University Press Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations

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