Policy Regularized Distributionally Robust Markov Decision Processes with Linear Function Approximation

Jingwen Gu, Yiting He, Zhishuai Liu +1

Decision-making under distribution shift is a central challenge in reinforcement learning (RL), where training and deployment environments differ. We study this problem through the…