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Multiagent Systems
Algorithmic, Game-Theoretic, and Logical Foundations
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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.
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Cambridge University Press; December 2008
496 pages; ISBN 9781139235044
Read online, or download in EPUB or secure PDF format
496 pages; ISBN 9781139235044
Read online, or download in EPUB or secure PDF format
Subject categories
- Academic > Computer Science > Computer software > Operating systems (Computers); Periodicals
- Academic > Computer Science > Computer software > Intelligent agents (Computer software)
- Academic > Mathematics > General > Mathematics
- Academic > Computer Science > Computer science
- Academic > Computer Science > Electronic data processing
- Academic > Computer Science > Programming languages
- Academic > Mathematics > Instruments and machines
- Academic > Mathematics > Geometry. Trigonometry.Topology
- Computers > Artificial Intelligence
- Computers > Natural Language Processing
ISBNs
0511474148
9780511474149
9780521899437
9781139235044