Mitigating Retaliatory Algorithmic Collusion in Repeated Games

Karthik Sivachandran, Rohan Paleja

Reinforcement learning agents trained to maximize their own reward in repeated interactions can converge to supra-competitive outcomes resembling explicit collusion, without commun…