Robust Offline Reinforcement Learning -- Certify the Confidence Interval

Jiarui Yao, Simon Shaolei Du

Currently, reinforcement learning (RL), especially deep RL, has received more and more attention in the research area. However, the security of RL has been an obvious problem due t…