Online Bootstrap Inference For Policy Evaluation in Reinforcement Learning

no code implementations • 8 Aug 2021 • Pratik Ramprasad, Yuantong Li, Zhuoran Yang, Zhaoran Wang, Will Wei Sun, Guang Cheng

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

reinforcement-learning Reinforcement Learning (RL)