A Bayesian Approach to Robust Reinforcement Learning

Esther Derman, Daniel Mankowitz, Timothy Mann +1

Robust Markov Decision Processes (RMDPs) intend to ensure robustness with respect to changing or adversarial system behavior. In this framework, transitions are modeled as arbitrar…