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

Leung, Ho-Fung; Hao, Jianye

 
9783662570128: Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality

Sinopsis

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.

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De la contraportada

Thisbook mainly aims at solving the problems in both cooperative and competitivemulti-agent systems (MASs), exploring aspects such as how agents caneffectively learn to achieve the shared optimal solution based on their localinformation and how they can learn to increase their individual utility byexploiting the weakness of their opponents. The book describes fundamental andadvanced techniques of how multi-agent systems can be engineered towards thegoal of ensuring fairness, social optimality, and individual rationality; awide range of further relevant topics are also covered both theoretically andexperimentally. The book will be beneficial to researchers in the fields ofmulti-agent systems, game theory and artificial intelligence in general, as wellas practitioners developing practical multi-agent systems.

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Otras ediciones populares con el mismo título

9783662494684: Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality

Edición Destacada

ISBN 10:  366249468X ISBN 13:  9783662494684
Editorial: Springer-Verlag Berlin and Heide..., 2016
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