Deep Weighted Bellman Residual Minimization for $Q^{\ast }$ Estimation

Lican Kang, Jerry Zhijian Yang, Cheng Yuan +1

Off-policy evaluation is a foundational component of offline reinforcement learning, aiming to assess and optimize policy performance using pre-collected datasets. However, such da…