Risk-Averse MDPs under Reward Ambiguity

Haolin Ruan, Zhi Chen, Chin Pang Ho

We propose a distributionally robust return-risk model for Markov decision processes (MDPs) under risk and reward ambiguity. The proposed model optimizes the weighted average of me…