No-regret dynamics and fictitious play

被引:34
作者
Viossat, Yannick [1 ]
Zapechelnyuk, Andriy [2 ]
机构
[1] Univ Paris 09, CEREMADE, F-75775 Paris, France
[2] Univ London, Sch Econ & Finance, London E1 4NS, England
关键词
Regret minimization; No-regret strategy; Fictitious play; Best-reply dynamics; Nash equilibrium; Hannan set; Curb set; STOCHASTIC APPROXIMATIONS; RESPONSE DYNAMICS; GAMES; CONVERGENCE; REPLICATOR;
D O I
10.1016/j.jet.2012.07.003
中图分类号
F [经济];
学科分类号
02 ;
摘要
Potential based no-regret dynamics are shown to be related to fictitious play. Roughly, these are epsilon-best reply dynamics where a is the maximal regret, which vanishes with time. This allows for alternative and sometimes much shorter proofs of known results on convergence of no-regret dynamics to the set of Nash equilibria. (C) 2013 Elsevier Inc. All rights reserved.
引用
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页码:825 / 842
页数:18
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