Learning by Forgetful Players

Abstract A product set of pure strategies is said to be closed under best replies if all best replies against all possible mixtures of these strategies are contained in the set. Minimal sets with this property are called minimal curb sets. This paper presents a dynamic learning process that has two main characteristics: Players have a bounded memory and they play best replies against beliefs, formed on the basis of strategies used in the recent past. It is shown that this learning process leads the players to playing strategies from a minimal curb set. Several variations of the process are considered. Journal of Economic Literature Classification Numbers: C70, C72.

[1]  J. Robinson AN ITERATIVE METHOD OF SOLVING A GAME , 1951, Classics in Game Theory.

[2]  O. H. Brownlee,et al.  ACTIVITY ANALYSIS OF PRODUCTION AND ALLOCATION , 1952 .

[3]  Reinhard Selten,et al.  A general theory of equilibrium selection in games. Chapter 3: Consequence of desirable properties , 1982 .

[4]  B. Bernheim Rationalizable Strategic Behavior , 1984 .

[5]  E. Kalai,et al.  Persistent equilibria in strategic games , 1984 .

[6]  David Pearce Rationalizable Strategic Behavior and the Problem of Perfection , 1984 .

[7]  Dov Samet,et al.  Unanimity games and Pareto optimality , 1985 .

[8]  John C. Harsanyi,et al.  Общая теория выбора равновесия в играх / A General Theory of Equilibrium Selection in Games , 1989 .

[9]  Paul R. Milgrom,et al.  Adaptive and sophisticated learning in normal form games , 1991 .

[10]  J. Weibull,et al.  Strategy subsets closed under rational behavior , 1991 .

[11]  H. Young,et al.  The Evolution of Conventions , 1993 .

[12]  R. Rob,et al.  Learning, Mutation, and Long Run Equilibria in Games , 1993 .

[13]  Andreas Blume,et al.  Communication, Risk and Efficiency in Games , 1998 .

[14]  Sjaak Hurkens,et al.  Multi-sided Pre-play Communication by Burning Money , 1996 .

[15]  L. Samuelson Stochastic Stability in Games with Alternative Best Replies , 1994 .

[16]  A. Blume Neighborhood Stability in Sender–Receiver Games , 1996 .

[17]  Eric van Damme,et al.  Commitment Robust Equilibria and Endogenous Timing , 1996 .