| 000 | 02547nam a22002417a 4500 | ||
|---|---|---|---|
| 005 | 20250319152529.0 | ||
| 008 | 210316b ||||| |||| 00| 0 eng d | ||
| 020 | _a9780521899437 (Hard bound) | ||
| 020 | _a9780511811654 (ebook) | ||
| 040 | _cVITAP | ||
| 082 |
_223rd _a006.3 SHO |
||
| 100 |
_910680 _aShoham, Yoav |
||
| 245 |
_aMultiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations _cYoav Shoham & Kevin Leyton-Brown |
||
| 260 |
_aNew York: _bCambridge University Press, _c2009. |
||
| 300 |
_axx, 483p. : ill. ; _c26cm |
||
| 505 | _aTable of Contents 1. Distributed constraint satisfaction 2. Distributed optimization 3. Introduction to non-cooperative game theory 4. Computing solution concepts of normal-form games 5. Games with sequential actions 6. Richer representations 7. Learning and teaching 8. Communication 9. Aggregating preferences 10. Protocols for strategic agents 11. Protocols for multiagent resource allocation 12. Teams of selfish agents 13. Logics of knowledge and belief 14. Beyond belief. | ||
| 521 | _aMultiagent 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. | ||
| 650 | 0 |
_aIntelligent agents (Computer software) _915337 |
|
| 650 | 0 |
_aElectronic data processing--Distributed processing _xComputer Science Engineering _92573 |
|
| 700 |
_aLeyton-Brown, Kevin _915339 |
||
| 856 | _uhttps://www.cambridge.org/in/universitypress/subjects/computer-science/artificial-intelligence-and-natural-language-processing/multiagent-systems-algorithmic-game-theoretic-and-logical-foundations?format=HB | ||
| 942 |
_2ddc _cEBOOK |
||
| 999 |
_c43498 _d43498 |
||