No-regret dynamics and fictitious play

被引:35
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
收藏
页码:825 / 842
页数:18
相关论文
共 48 条
[1]  
[Anonymous], MATH OPERAT IN PRESS
[2]  
[Anonymous], 2006, Handbook of Economic Forecasting
[3]  
[Anonymous], WORKING PAPER
[4]  
[Anonymous], THEORETICAL IN PRESS
[5]  
[Anonymous], 1998, EVOLUTIONARY GAMES P
[6]   STRATEGY SUBSETS CLOSED UNDER RATIONAL BEHAVIOR [J].
BASU, K ;
WEIBULL, JW .
ECONOMICS LETTERS, 1991, 36 (02) :141-146
[7]   Stochastic approximations and differential inclusions [J].
Benaïm, M ;
Hofbauer, J ;
Sorin, S .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2005, 44 (01) :328-348
[8]   Stochastic approximations and differential inclusions, part II:: Applications [J].
Benaim, Michel ;
Hofbauer, Josef ;
Sorin, Sylvain .
MATHEMATICS OF OPERATIONS RESEARCH, 2006, 31 (04) :673-695
[9]   Fictitious play in 2 X n games [J].
Berger, U .
JOURNAL OF ECONOMIC THEORY, 2005, 120 (02) :139-154
[10]   Two more classes of games with the continuous-time fictitious play property [J].
Berger, Ulrich .
GAMES AND ECONOMIC BEHAVIOR, 2007, 60 (02) :247-261