Self-Play Q-learners Can Provably Collude in the Iterated Prisoner's Dilemma

Quentin Bertrand, Juan Duque, Emilio Calvano +1

A growing body of computational studies shows that simple machine learning agents converge to cooperative behaviors in social dilemmas, such as collusive price-setting in oligopoly…