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

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

Rujie Zhong
Duohan Zhang
Lukas Schafer
Stefano V. Albrecht
Josiah P. Hanna
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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
Efficient Policy Evaluation with Safety Constraint for Reinforcement Learning
Claire Chen
Shuze Liu
Shangtong Zhang
OffRL
233
1
0
08 Oct 2024
Doubly Optimal Policy Evaluation for Reinforcement Learning
Doubly Optimal Policy Evaluation for Reinforcement Learning
Shuze Liu
Claire Chen
Shangtong Zhang
OffRL
59
3
0
03 Oct 2024
Reducing Sampling Error in Batch Temporal Difference Learning
Reducing Sampling Error in Batch Temporal Difference Learning
Brahma S. Pavse
Ishan Durugkar
Josiah P. Hanna
Peter Stone
OffRL
44
12
0
15 Aug 2020
Taking the Counterfactual Online: Efficient and Unbiased Online Evaluation for Ranking
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
Concentration Inequalities for the Empirical Distribution
Jay Mardia
Jiantao Jiao
Ervin Tánczos
Robert D. Nowak
Tsachy Weissman
6
53
0
18 Sep 2018
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning
Philip S. Thomas
Emma Brunskill
OffRL
57
573
0
04 Apr 2016

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