Ambiguous games played by players with ambiguity aversion and minimax regret

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摘要

In real-life strategic interactions, a player’s belief about the possible payoffs of a strategy profile is often ambiguous due to limited information, and this ambiguity is not be appropriately captured by the traditional game-theoretic framework. In order to address this issue, we introduce a new game model, called an ambiguous game, which incorporates human cognitive factors of ambiguity aversion and minimax regret. Moreover, we also study how the degrees of ambiguity in beliefs about possible payoffs can influence the solutions of an ambiguous game. In particular, we identify the conditions under which a player should release more or less information to his or her opponents. This result provides some insight on how to manage our private information in an ambiguous game, which helps us obtain a better outcome.

论文关键词:Game theory,Ambiguity aversion,Minimax regret,Dempster–Shafer theory,Indeterminate payoff

论文评审过程:Received 14 September 2013, Revised 29 May 2014, Accepted 14 June 2014, Available online 23 June 2014.

论文官网地址:https://doi.org/10.1016/j.knosys.2014.06.019