A policy gradient approach for optimization of smooth risk measures

Nithia Vijayan, Prashanth L. A

We propose policy gradient algorithms for solving a risk-sensitive reinforcement learning (RL) problem in on-policy as well as off-policy settings. We consider episodic Markov deci…