A Simple Adaptive Procedure Leading to Correlated Equilibrium

Sergiu Hart and Andreu Mas-Colell

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We propose a new and simple adaptive procedure for playing a game: "regret-matching." In this procedure, players may depart from their current play with probabilities that are proportional to measures of regret for not having used other strategies in the past. It is shown that our adaptive procedure guarantees that, with probability one, the empirical distributions of play converge to the set of correlated equilibria of the game.

Journal of Economic Literature Classification Numbers: C72, D83

2020 ACM SIGecom Test of Time Award