Bayesian Risk-Sensitive Policy Optimization For MDPs With General Loss Functions

Xiaoshuang Wang, Yifan Lin, Enlu Zhou

Motivated by many application problems, we consider Markov decision processes (MDPs) with a general loss function and unknown parameters. To mitigate the epistemic uncertainty asso…