Estimation and Inference in Distributional Reinforcement Learning

Liangyu Zhang, Yang Peng, Jiadong Liang +2

In this paper, we study distributional reinforcement learning from the perspective of statistical efficiency. We investigate distributional policy evaluation, aiming to estimate th…