Online Bootstrap Inference For Policy Evaluation in Reinforcement Learning

Pratik Ramprasad, Yuantong Li, Zhuoran Yang +3

The recent emergence of reinforcement learning has created a demand for robust statistical inference methods for the parameter estimates computed using these algorithms. Existing m…