Yoav Shoham, Kevin Leyton-BrownCambridge University Press, 12/15/2008EAN 9780521899437, ISBN10: 0521899435Hardcover, 504 pages, 25.3 x 17.7 x 3.6 cmLanguage: EnglishMultiagent 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.1. Distributed constraint satisfaction2. Distributed optimization3. Introduction to non-cooperative game theory4. Computing solution concepts of normal-form games5. Games with sequential actions6. Richer representations7. Learning and teaching8. Communication9. Aggregating preferences10. Protocols for strategic agents11. Protocols for multiagent resource allocation12. Teams of selfish agents13. Logics of knowledge and belief14. Beyond belief.'... an excellent volume ... It is the first book I have read that brings together the relevant mathematical results from such a wide variety of underlying disciplines. The writing is very clear, and the production standard is excellent ... an invaluable reference manual for graduate students and researchers working on these topics ... The price is appropriate for a volume of this type, especially as the book serves both to educate the reader and to serve as a reference manual.' Journal of the Operational Research Society
