Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints

Donghao Li, Ruiquan Huang, Cong Shen +1

This paper investigates conservative exploration in reinforcement learning where the performance of the learning agent is guaranteed to be above a certain threshold throughout the…