Online MDP with Transition Prototypes: A Robust Adaptive Approach

Shuo Sun, Meng Qi, Zuo-Jun Max Shen

In this work, we consider an online robust Markov Decision Process (MDP) where we have the information of finitely many prototypes of the underlying transition kernel. We consider…