Policy Gradient Methods for Distortion Risk Measures

Nithia Vijayan, Prashanth L. A

We propose policy gradient algorithms which learn risk-sensitive policies in a reinforcement learning (RL) framework. Our proposed algorithms maximize the distortion risk measure (…