Robust Bayesian Dynamic Programming for On-policy Risk-sensitive Reinforcement Learning

Shanyu Han, Yangbo He, Yang Liu

We propose a novel framework for risk-sensitive reinforcement learning (RSRL) that incorporates robustness against transition uncertainty. We define two distinct yet coupled risk m…