RASR: Risk-Averse Soft-Robust MDPs with EVaR and Entropic Risk

Jia Lin Hau, Marek Petrik, Mohammad Ghavamzadeh +1

Prior work on safe Reinforcement Learning (RL) has studied risk-aversion to randomness in dynamics (aleatory) and to model uncertainty (epistemic) in isolation. We propose and anal…