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Game Theory and Decision Theory in Agent-Based Systems

Game Theory and Decision Theory in Agent-Based Systems

by Piotr GymtrasiewiczMichael Wooldridge and Simon D. Parsons
Hardback
Publication Date: 30/06/2002

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This is a collection of papers from international 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. The range of topics discussed in this book should provide the reader with a comprehensive volume that reflects both the depth and breadth of work in applying techniques from game theory and decision theory to design agent-based systems.
Chapters include: selecting partners; evolution of agents with moral sentiments in an IPD exercise; dynamic desires; emotions and personality; decision-theoretic approach to game theory; shopbot economics; finding the best way to join in; shopbots and pricebots in electronic service markets; polynomial time mechanisms; multi-agent Q-learning and regression trees; satisficing equilibria; investigating commitment flexibility in multi-agent contracts; pricing in agent economies using multi-agent Q-learning; using hypergames to increase planned payoff and reduce risk; bilateral negotiation with incomplete and uncertain information; and robust combinatorial auction protocol against false-name bids.
ISBN:
9781402071157
9781402071157
Category:
Artificial intelligence
Format:
Hardback
Publication Date:
30-06-2002
Language:
English
Publisher:
Springer-Verlag New York Inc.
Country of origin:
United States
Pages:
379
Dimensions (mm):
235x155x23mm
Weight:
1.68kg

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