Risk-sensitive Reinforcement Learning Based on Convex Scoring Functions

Shanyu Han, Yang Liu, Xiang Yu

We propose a reinforcement learning (RL) framework under a broad class of risk objectives, characterized by convex scoring functions. This class covers many common risk measures, s…