Uniformly Conservative Exploration in Reinforcement Learning

1 code implementation • 25 Oct 2021 • Wanqiao Xu, Jason Yecheng Ma, Kan Xu, Hamsa Bastani, Osbert Bastani

A key challenge to deploying reinforcement learning in practice is avoiding excessive (harmful) exploration in individual episodes.

reinforcement-learning Reinforcement Learning (RL)