Suppressing Overestimation in Q-Learning through Adversarial Behaviors

HyeAnn Lee, Donghwan Lee

The goal of this paper is to propose a new Q-learning algorithm with a dummy adversarial player, which is called dummy adversarial Q-learning (DAQ), that can effectively regulate t…