Policy Evaluation for Temporal and/or Spatial Dependent Experiments

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Policy Evaluation for Temporal and/or Spatial Dependent Experiments

22 February 2022

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Papers citing "Policy Evaluation for Temporal and/or Spatial Dependent Experiments"

16 / 16 papers shown

Title
A Review of Off-Policy Evaluation in Reinforcement Learning Masatoshi Uehara C. Shi Nathan Kallus OffRL 94 76 0 13 Dec 2022
A Multi-Agent Reinforcement Learning Framework for Off-Policy Evaluation in Two-sided Markets C. Shi Runzhe Wan Ge Song Shuang Luo R. Song Hongtu Zhu OffRL 73 6 0 21 Feb 2022
Off-Policy Evaluation in Partially Observed Markov Decision Processes under Sequential Ignorability Yupeng Tang Seung-seob Lee OffRL 104 26 0 24 Oct 2021
A Deep Value-network Based Approach for Multi-Driver Order Dispatching Xiaocheng Tang Zhiwei Qin Fan Zhang Zhaodong Wang Zhe Xu Yintai Ma Hongtu Zhu Jieping Ye OffRL 57 182 0 08 Jun 2021
Deeply-Debiased Off-Policy Interval Estimation C. Shi Runzhe Wan Victor Chernozhukov R. Song OffRL 45 38 0 10 May 2021
Reinforcement Learning for Ridesharing: An Extended Survey Zhiwei Qin Hongtu Zhu Jieping Ye 110 85 0 03 May 2021
Optimal Approximation Rate of ReLU Networks in terms of Width and Depth Zuowei Shen Haizhao Yang Shijun Zhang 171 118 0 28 Feb 2021
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes Nathan Kallus Masatoshi Uehara OffRL 98 187 0 22 Aug 2019
Deep Network Approximation Characterized by Number of Neurons Zuowei Shen Haizhao Yang Shijun Zhang 58 185 0 13 Jun 2019
Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation Qiang Liu Lihong Li Ziyang Tang Dengyong Zhou OffRL 161 356 0 29 Oct 2018
Average treatment effects in the presence of unknown interference F. Sävje P. Aronow M. Hudgens CML 59 156 0 17 Nov 2017
Nonparametric regression using deep neural networks with ReLU activation function Johannes Schmidt-Hieber 238 815 0 22 Aug 2017
Time series experiments and causal estimands: exact randomization tests and trading Iavor Bojinov N. Shephard 48 113 0 23 Jun 2017
Estimating Dynamic Treatment Regimes in Mobile Health Using V-learning Daniel J. Luckett Eric B. Laber A. Kahkoska D. Maahs E. Mayer‐Davis Michael R. Kosorok 67 137 0 10 Nov 2016
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning Philip S. Thomas Emma Brunskill OffRL 432 577 0 04 Apr 2016
Estimating Average Causal Effects Under General Interference, with Application to a Social Network Experiment P. Aronow Cyrus Samii CML 67 254 0 27 May 2013

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