A Bayesian Approach to Robust Reinforcement Learning

Esther Derman, Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor

Abstract: Robust Markov Decision Processes (RMDPs) intend to ensure robustness with respect to changing or adversarial system behavior. In this framework, transitions are modeled as arbitrary elements of a k...