Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality / / by Jianye Hao, Ho-fung Leung
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| Autore: |
Hao Jianye
|
| Titolo: |
Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality / / by Jianye Hao, Ho-fung Leung
|
| Pubblicazione: | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2016 |
| Edizione: | 1st ed. 2016. |
| Descrizione fisica: | 1 online resource (184 p.) |
| Disciplina: | 620 |
| Soggetto topico: | Computational intelligence |
| Artificial intelligence | |
| Game theory | |
| E-commerce | |
| Computational Intelligence | |
| Artificial Intelligence | |
| Game Theory, Economics, Social and Behav. Sciences | |
| e-Commerce/e-business | |
| Persona (resp. second.): | LeungHo-fung |
| Note generali: | Description based upon print version of record. |
| Nota di bibliografia: | Includes bibliographical references at the end of each chapters. |
| Nota di contenuto: | 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. |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality |
| ISBN: | 3-662-49470-1 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910253972803321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |