Scaling Up Robust MDPs using Function Approximation

Aviv Tamar, Shie Mannor, Huan Xu

Abstract: We consider large-scale Markov decision processes (MDPs) with parameter uncertainty, under the robust MDP paradigm. Previous studies showed that robust MDPs, based on a minimax approach to handling...