Kernel-Based Reinforcement Learning in Robust Markov Decision Processes

Shiau Hong Lim, Arnaud Autef

Abstract: The robust Markov decision processes (MDP) framework aims to address the problem of parameter uncertainty due to model mismatch, approximation errors or even adversarial behaviors. It is especially...