Operator Shifting for Model-based Policy Evaluation

Xun Tang, Lexing Ying, Yuhua Zhu

In model-based reinforcement learning, the transition matrix and reward vector are often estimated from random samples subject to noise. Even if the estimated model is an unbiased…