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Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality/ by Jianye Hao, Ho-fung Leung.
作者:	Hao, Jianye.
其他作者:	Leung, Ho-fung.
面頁冊數:	IX, 178 p. 122 illus., 11 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computational intelligence. -
電子資源:	https://doi.org/10.1007/978-3-662-49470-7
ISBN:	9783662494707

Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality
Hao, Jianye.

Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality[electronic resource] /by Jianye Hao, Ho-fung Leung. - 1st ed. 2016. - IX, 178 p. 122 illus., 11 illus. in color.online resource.

Introduction -- Background and Previous Work -- Fairness in Cooperative Multiagent Systems -- Social Optimality in Cooperative Multiagent Systems -- Individual Rationality in Competitive Multiagent Systems -- Social Optimality in Competitive Multiagent Systems -- Conclusion.

This book mainly aims at solving the problems in both cooperative and competitive multi-agent systems (MASs), exploring aspects such as how agents can effectively learn to achieve the shared optimal solution based on their local information and how they can learn to increase their individual utility by exploiting the weakness of their opponents. The book describes fundamental and advanced techniques of how multi-agent systems can be engineered towards the goal of ensuring fairness, social optimality, and individual rationality; a wide range of further relevant topics are also covered both theoretically and experimentally. The book will be beneficial to researchers in the fields of multi-agent systems, game theory and artificial intelligence in general, as well as practitioners developing practical multi-agent systems.

ISBN: 9783662494707

Standard No.: 10.1007/978-3-662-49470-7doiSubjects--Topical Terms:

568984
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality
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