Deeply-Debiased Off-Policy Interval Estimation

10 May 2021

Papers citing "Deeply-Debiased Off-Policy Interval Estimation"

8 / 8 papers shown

Title
Statistical Inference in Reinforcement Learning: A Selective Survey Chengchun Shi OffRL 69 0 0 22 Feb 2025
Spatially Randomized Designs Can Enhance Policy Evaluation Ying Yang Chengchun Shi Fang Yao Shouyang Wang Hongtu Zhu OffRL 41 0 0 18 Mar 2024
Quantile Off-Policy Evaluation via Deep Conditional Generative Learning Yang Xu C. Shi Shuang Luo Lan Wang R. Song OffRL 29 4 0 29 Dec 2022
Safe Exploration for Efficient Policy Evaluation and Comparison Runzhe Wan B. Kveton Rui Song OffRL 34 10 0 26 Feb 2022
Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process C. Shi Jin Zhu Ye Shen Shuang Luo Hong Zhu R. Song OffRL 28 30 0 22 Feb 2022
Dynamic Selection in Algorithmic Decision-making Jin Li Ye Luo Xiaowei Zhang 21 1 0 28 Aug 2021
Batch Policy Learning in Average Reward Markov Decision Processes Peng Liao Zhengling Qi Runzhe Wan P. Klasnja S. Murphy OffRL 34 81 0 23 Jul 2020
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes Nathan Kallus Masatoshi Uehara OffRL 38 181 0 22 Aug 2019