Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations - Rilegato

Shoham, Yoav; Leyton-Brown, Kevin

Rilegato

ISBN 10: 0521899435 ISBN 13: 9780521899437

Casa editrice: Cambridge University Press, 2008

Riassunto

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.

Su questo libro

Recensione:

'... 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

Descrizione del libro:

Multiagent systems are those that include multiple autonomous entities with either diverging information or diverging interests, or both. This thorough introduction to a burgeoning field is written from a computer science perspective, while bringing together ideas from operations research, game theory, economics, logic, and even philosophy and linguistics.

Su questa edizione

• Editore: Cambridge University Press
• Data di pubblicazione: 2008
• ISBN 10: 0521899435
• ISBN 13: 9780521899437
• Rilegatura: Copertina rigida
• Numero di pagine: 504