Incorporating fairness into agent interactions modeled as two-player normal-form games
Refereed conference paper presented and published in conference proceedings

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摘要Many multi-agent interaction problems, like auctions and negotiations, can be modeled as games. Game theory, a formal tool for game analysis, thus can be used to analyse the strategic interactions among agents and facilitate us to design intelligent agents. Typically the agents are assumed individually rational consistent with the principle of classical game theory. However, lots of evidences suggest that fairness emotions play an important role in people's decision-making process. To align with human behaviors, we need to take the effects of fairness motivation into account when analysing agents' strategic interactions. In this paper, we propose a fairness model which incorporates two important aspects of fairness motivations, and the solution concept of fairness equilibrium is defined. We show that the predictions of our model successfully reflect the intuitions from both aspects of fairness motivations. Besides, some general results for identifying which outcomes are likely to be fairness equilibria are presented. © 2012 Springer-Verlag.
著者Hao J., Leung H.-F.
會議名稱12th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2012
會議開始日03.09.2012
會議完結日07.09.2012
會議地點Kuching
會議國家/地區馬來西亞
出版年份2012
月份10
日期25
卷號7458 LNAI
出版社Springer Verlag
出版地Germany
頁次100 - 111
國際標準書號9783642326943
國際標準期刊號0302-9743
語言英式英語

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