Policy Newton methods for Distortion Riskmetrics

Soumen Pachal, Mizhaan Prajit Maniyar, Prashanth L. A

We consider the problem of risk-sensitive control in a reinforcement learning (RL) framework. In particular, we aim to find a risk-optimal policy by maximizing the distortion riskm…