Optimistic Reinforcement Learning with Quantile Objectives

Mohammad Alipour-Vaezi, Huaiyang Zhong, Kwok-Leung Tsui +1

Reinforcement Learning (RL) has achieved tremendous success in recent years. However, the classical foundations of RL do not account for the risk sensitivity of the objective funct…