Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning

29 November 2021

Papers citing "Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning"

6 / 6 papers shown

Title
Efficient Policy Evaluation with Safety Constraint for Reinforcement Learning Claire Chen Shuze Liu Shangtong Zhang OffRL 256 1 0 08 Oct 2024
Doubly Optimal Policy Evaluation for Reinforcement Learning Shuze Liu Claire Chen Shangtong Zhang OffRL 91 3 0 03 Oct 2024
Reducing Sampling Error in Batch Temporal Difference Learning Brahma S. Pavse Ishan Durugkar Josiah P. Hanna Peter Stone OffRL 46 12 0 15 Aug 2020
Taking the Counterfactual Online: Efficient and Unbiased Online Evaluation for Ranking Harrie Oosterhuis Maarten de Rijke CML 17 17 0 24 Jul 2020
Concentration Inequalities for the Empirical Distribution Jay Mardia Jiantao Jiao Ervin Tánczos Robert D. Nowak Tsachy Weissman 10 53 0 18 Sep 2018
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning Philip S. Thomas Emma Brunskill OffRL 132 573 0 04 Apr 2016