Doubly robust off-policy evaluation with shrinkage

22 July 2019

Papers citing "Doubly robust off-policy evaluation with shrinkage"

20 / 20 papers shown

Title
DOLCE: Decomposing Off-Policy Evaluation/Learning into Lagged and Current Effects Shu Tamano Masanori Nojima OffRL 42 0 0 02 May 2025
Cross-Validated Off-Policy Evaluation Matej Cief Branislav Kveton Michal Kompan OffRL 33 1 0 24 May 2024
Optimal Baseline Corrections for Off-Policy Contextual Bandits Shashank Gupta Olivier Jeunen Harrie Oosterhuis Maarten de Rijke 39 7 0 09 May 2024
Hyperparameter Optimization Can Even be Harmful in Off-Policy Learning and How to Deal with It Yuta Saito Masahiro Nomura OffRL 55 2 0 23 Apr 2024
Bayesian Off-Policy Evaluation and Learning for Large Action Spaces Imad Aouali Victor-Emmanuel Brunel David Rohde Anna Korba OffRL 41 5 0 22 Feb 2024
Off-Policy Evaluation of Slate Bandit Policies via Optimizing Abstraction Haruka Kiyohara Masahiro Nomura Yuta Saito 27 6 0 03 Feb 2024
On (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top- $n$ Recommendation Olivier Jeunen Ivan Potapov Aleksei Ustimenko ELM OffRL 32 11 0 27 Jul 2023
Does Sparsity Help in Learning Misspecified Linear Bandits? Jialin Dong Lin F. Yang 27 1 0 29 Mar 2023
Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments Vincent Liu Yash Chandak Philip S. Thomas Martha White OffRL 24 0 0 23 Feb 2023
SPEED: Experimental Design for Policy Evaluation in Linear Heteroscedastic Bandits Subhojyoti Mukherjee Qiaomin Xie Josiah P. Hanna R. Nowak OffRL 58 5 0 29 Jan 2023
A Review of Off-Policy Evaluation in Reinforcement Learning Masatoshi Uehara C. Shi Nathan Kallus OffRL 46 69 0 13 Dec 2022
Counterfactual Learning with General Data-generating Policies Yusuke Narita Kyohei Okumura Akihiro Shimizu Kohei Yata CML OffRL 27 0 0 04 Dec 2022
On the Reuse Bias in Off-Policy Reinforcement Learning Chengyang Ying Zhongkai Hao Xinning Zhou Hang Su Dong Yan Jun Zhu OffRL 45 3 0 15 Sep 2022
Fast Offline Policy Optimization for Large Scale Recommendation Otmane Sakhi D. Rohde Alexandre Gilotte OffRL 50 3 0 08 Aug 2022
Safe Exploration for Efficient Policy Evaluation and Comparison Runzhe Wan Branislav Kveton Rui Song OffRL 38 10 0 26 Feb 2022
Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model Haruka Kiyohara Yuta Saito Tatsuya Matsuhiro Yusuke Narita N. Shimizu Yasuo Yamamoto OffRL 26 42 0 03 Feb 2022
Off-Policy Evaluation Using Information Borrowing and Context-Based Switching Sutanoy Dasgupta Yabo Niu Kishan Panaganti D. Kalathil D. Pati Bani Mallick OffRL 31 0 0 18 Dec 2021
State Relevance for Off-Policy Evaluation S. Shen Yecheng Ma Omer Gottesman Finale Doshi-Velez OffRL 14 4 0 13 Sep 2021
Policy Learning with Adaptively Collected Data Ruohan Zhan Zhimei Ren Susan Athey Zhengyuan Zhou OffRL 45 27 0 05 May 2021
Open Bandit Dataset and Pipeline: Towards Realistic and Reproducible Off-Policy Evaluation Yuta Saito Shunsuke Aihara Megumi Matsutani Yusuke Narita OffRL 24 73 0 17 Aug 2020