Risk-Sensitive Reinforcement Learning via Policy Gradient Search

Prashanth L. A., Michael Fu

The objective in a traditional reinforcement learning (RL) problem is to find a policy that optimizes the expected value of a performance metric such as the infinite-horizon cumula…