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

Jianye Hao, Ho-Fung Leung (Autoren)

Buch | Hardcover

IX, 178 Seiten

2016 | 1st ed. 2016
Springer Berlin (Verlag)
978-3-662-49468-4 (ISBN)

Infos

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.

Inhalt

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.

Produkt-Details

• Erscheinungsdatum: 08.10.2016
• Zusatzinfo: IX, 178 p. 122 illus., 11 illus. in color.
• Verlagsort: Berlin
• Sprache: englisch
• Maße: 155 x 235 mm
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik
• Schlagworte: artificial intelligence (incl. robotics) • Competitive Multi-agent Systems • Computational Intelligence • cooperative multi-agent systems • e-commerce/e-business • Engineering • Fairness • Game Theory, Economics, Social and Behav. Sciences • Individual Rationality • Multi-agent Systems (MASs) • Social Optimality
• ISBN-10: 3-662-49468-X / 366249468X
• ISBN-13: 978-3-662-49468-4 / 9783662494684
• Zustand: Neuware