Learning Bellman Complete Representations for Offline Policy Evaluation

Jonathan D. Chang, Kaiwen Wang, Nathan Kallus +1

We study representation learning for Offline Reinforcement Learning (RL), focusing on the important task of Offline Policy Evaluation (OPE). Recent work shows that, in contrast to…