Multiagent systems: algorithmic, game-theoretic, and logical foundations
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 se...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2009
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| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 UBG01 UBM01 Volltext |
| Zusammenfassung: | 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 |
| Beschreibung: | 1 Online-Ressource (xx, 483 Seiten) Diagramme |
| ISBN: | 9780511811654 |
| DOI: | 10.1017/CBO9780511811654 |
Internformat
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| isbn | 9780511811654 |
| language | English |
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| spelling | Shoham, Yoav Verfasser (DE-588)137137915 aut Multiagent systems algorithmic, game-theoretic, and logical foundations Yoav Shoham (Stanford University), Kevin Leyton-Brown (University of British Columbia) Cambridge Cambridge University Press 2009 1 Online-Ressource (xx, 483 Seiten) Diagramme txt rdacontent c rdamedia cr rdacarrier 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 Datenverarbeitung Intelligent agents (Computer software) Electronic data processing / Distributed processing Mehragentensystem (DE-588)4389058-1 gnd rswk-swf Mehragentensystem (DE-588)4389058-1 s 1\p DE-604 Leyton-Brown, Kevin 1975- Verfasser (DE-588)140354522 aut Erscheint auch als Druck-Ausgabe, Hardcover 978-0-521-89943-7 https://doi.org/10.1017/CBO9780511811654 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Shoham, Yoav Leyton-Brown, Kevin 1975- Multiagent systems algorithmic, game-theoretic, and logical foundations Datenverarbeitung Intelligent agents (Computer software) Electronic data processing / Distributed processing Mehragentensystem (DE-588)4389058-1 gnd |
| subject_GND | (DE-588)4389058-1 |
| title | Multiagent systems algorithmic, game-theoretic, and logical foundations |
| title_auth | Multiagent systems algorithmic, game-theoretic, and logical foundations |
| title_exact_search | Multiagent systems algorithmic, game-theoretic, and logical foundations |
| title_full | Multiagent systems algorithmic, game-theoretic, and logical foundations Yoav Shoham (Stanford University), Kevin Leyton-Brown (University of British Columbia) |
| title_fullStr | Multiagent systems algorithmic, game-theoretic, and logical foundations Yoav Shoham (Stanford University), Kevin Leyton-Brown (University of British Columbia) |
| title_full_unstemmed | Multiagent systems algorithmic, game-theoretic, and logical foundations Yoav Shoham (Stanford University), Kevin Leyton-Brown (University of British Columbia) |
| title_short | Multiagent systems |
| title_sort | multiagent systems algorithmic game theoretic and logical foundations |
| title_sub | algorithmic, game-theoretic, and logical foundations |
| topic | Datenverarbeitung Intelligent agents (Computer software) Electronic data processing / Distributed processing Mehragentensystem (DE-588)4389058-1 gnd |
| topic_facet | Datenverarbeitung Intelligent agents (Computer software) Electronic data processing / Distributed processing Mehragentensystem |
| url | https://doi.org/10.1017/CBO9780511811654 |
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