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Game Theory and Decision Theory in Agent-Based Systems

BuchKartoniert, Paperback
379 Seiten
Englisch
Springererschienen am31.10.2012Softcover reprint of the original 1st ed. 2002
Game Theory And Decision Theory In Agent-Based Systems is a collection of papers from international leading researchers, that offers a broad view of the many ways game theory and decision theory can be applied in agent-based systems, from standard applications of the core elements of the theory to more cutting edge developments.mehr
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Produkt

KlappentextGame Theory And Decision Theory In Agent-Based Systems is a collection of papers from international leading researchers, that offers a broad view of the many ways game theory and decision theory can be applied in agent-based systems, from standard applications of the core elements of the theory to more cutting edge developments.
Details
ISBN/GTIN978-1-4613-5398-0
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr2012
Erscheinungsdatum31.10.2012
AuflageSoftcover reprint of the original 1st ed. 2002
ReiheMultiagent Systems, Artificial Societies, and Simulated Organizations
Seiten379 Seiten
SpracheEnglisch
Gewicht635 g
IllustrationenXXXIII, 379 p.
Artikel-Nr.29470976

Inhalt/Kritik

Inhaltsverzeichnis
1 Game Theory and Decision Theory.- 1 Introduction.- 2 Decision Theory.- 3 Game Theory.- 4 The Prisoner´s Dilemma.- 5 Summary.- 2 Selecting Partners.- 1 Introduction.- 2 A Sample Problem.- 3 Coalition Formation.- 4 Payoff-structures of Partnerships.- 5 Selecting the Potentially most Beneficial Partnership for Limited Interactions.- 6 An Example Evaluation.- 7 Comparative Evaluation with a Decision Mechanism for Infinite Interactions.- 8 Evaluation Scenario.- 9 Experimental Results.- 10 Conclusions.- 3 Evolution of Agents with Moral Sentiments in an IPD Exercise.- 1 Introduction.- 2 Moral Sentiments in the Iterated Prisoner´s Dilemma.- 3 The Unwitting Benefits of Altruism.- 4 An Evolutionary Setting for the Simulations.- 5 Playing with Moral Sentiments Secures the Survival of the Group.- 6 A Case for Benevolence in Agents.- 7 Conclusions.- 4 Dynamic Desires.- 1 Introduction.- 2 Utilities, Desires and Goals.- 3 An Example from Negotiation.- 4 Dynamic Logic.- 5 Future Research.- 6 Concluding Remarks.- 5 Emotions and Personality.- 1 Introduction.- 2 Decision-Theoretic Preliminaries.- 3 Emotional States and Personality.- 4 Conclusions and Future Work.- 5 Acknowledgements.- 6 Decision-Theoretic Approach to Game Theory.- 1 Background on Decision-Theoretic Approach to Game Theory.- 2 Knowledge Base Design.- 3 RMM´s Solution Method.- 4 Rational Communication 109 5 Experiments in Air Defense Domain.- 6 Conclusions.- 7 Shopbot Economics.- 1 Introduction.- 2 Model.- 3 Sellers.- 4 Buyers.- 5 Shopbot.- 6 Related Work.- 7 Conclusions and Future Work.- Appendix: No Pure Strategy Nash Equilibrium.- 8 Finding the Best Way to Join in.- 1 Introduction.- 2 Game Theoretic Foundations.- 3 The Accession Game.- 4 Solving More General Games.- 5 Conclusions.- 9 Shopbots and Pricebots inElectronic Service Markets.- 1 Introduction and Definitions.- 2 Our Model of an Electronic Service Market.- 3 Comparisons.- 4 Related Literature.- 5 Conclusions.- Appendix: The Derivation of Equilibrium for the XX Market Configuration.- 10 Polynomial Time Mechanisms.- 1 Introduction.- 2 Mechanism Design.- 3 Polynomial Time Mechanisms.- 4 Dominant Strategy Implementation.- 5 Nash Implementation.- 6 Upper Bounds on Approximability.- 7 Conclusions.- 11 Multi-Agent Q-learning and Regression Trees.- 1 Introduction.- 2 Model Agent Economies.- 3 Single and Multi-Agent Q-learning.- 4 Q-learning with Regression Trees.- 5 Results.- 6 Conclusions.- 12 Satisficing Equilibria.- 1 Introduction.- 2 A Comparative Paradigm.- 3 Praxeic Utility.- 4 Multi-Agent Systems.- 5 Satisficing Games.- 6 Summary and Discussion.- 13 Investigating Commitment Flexibility in Multi-agent Contracts.- 1 Introduction.- 2 The Scenario.- 3 Some Analysis of Special Cases.- 4 Empirical Work.- 5 Conclusions and Further Work.- 14 Pricing in Agent Economies using Multi-agent Q-learning.- 1 Introduction.- 2 Model Agent Economies.- 3 Single-agent Q-learning.- 4 Multi-agent Q-learning.- 5 Conclusions.- 15 Using Hypergames to Increase Planned Payoff and Reduce Risk.- 1 Introduction.- 2 Discussion.- 3 Results.- 4 Conclusions.- 16 Bilateral Negotiation with Incomplete and Uncertain Information.- 1 Introduction.- 2 The Application Area.- 3 The Negotiation Mechanism.- 4 Evaluation.- 5 Related Work on Negotiation.- 6 Conclusions.- 17 Robust Combinatorial Auction Protocol against False-name Bids.- 1 Introduction.- 2 Generalized Vickrey Auction Protocol (GVA).- 3 Robust Protocol against False-name Bids.- 4 Proof of Incentive Compatibility.- 5 Evaluation.- 6 Discussion.- 7 Conclusions.mehr

Autor

Michael Wooldridge is a Professor of Computer Science at the University of Liverpool, UK. He obtained his PhD in 1992 for work in the theory of multiagent systems and has, since then, been active in multiagent systems research.
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