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

Hao, Jianye; Leung, Ho-fung

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

Synopsis

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.

"synopsis" may belong to another edition of this title.

From the Back Cover

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.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

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

Featured Edition

ISBN 10:  366249468X ISBN 13:  9783662494684
Publisher: Springer, 2016
Hardcover