Hybrid Value Estimation for Off-policy Evaluation and Offline Reinforcement Learning

Xue-Kun Jin, Xu-Hui Liu, Shengyi Jiang +1

Value function estimation is an indispensable subroutine in reinforcement learning, which becomes more challenging in the offline setting. In this paper, we propose Hybrid Value Es…