Average-DICE: Stationary Distribution Correction by Regression

Fengdi Che, Bryan Chan, Chen Ma +1

Off-policy policy evaluation (OPE), an essential component of reinforcement learning, has long suffered from stationary state distribution mismatch, undermining both stability and…