Mildly Constrained Evaluation Policy for Offline Reinforcement Learning

Linjie Xu, Zhengyao Jiang, Jinyu Wang +2

Offline reinforcement learning (RL) methodologies enforce constraints on the policy to adhere closely to the behavior policy, thereby stabilizing value learning and mitigating the…