Maxmin Q-learning: Controlling the Estimation Bias of Q-learning

Qingfeng Lan, Yangchen Pan, Alona Fyshe +1

Q-learning suffers from overestimation bias, because it approximates the maximum action value using the maximum estimated action value. Algorithms have been proposed to reduce over…