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Near-optimal Individualized Treatment Recommendations

Near-optimal Individualized Treatment Recommendations

Journal of machine learning research (JMLR), 2020
6 April 2020
Haomiao Meng
Ying‐Qi Zhao
H. Fu
Xingye Qiao
ArXiv (abs)PDFHTMLGithub

Papers citing "Near-optimal Individualized Treatment Recommendations"

3 / 3 papers shown
A Multi-Agent Reinforcement Learning Framework for Off-Policy Evaluation
  in Two-sided Markets
A Multi-Agent Reinforcement Learning Framework for Off-Policy Evaluation in Two-sided MarketsAnnals of Applied Statistics (AOAS), 2022
C. Shi
Runzhe Wan
Ge Song
Shuang Luo
R. Song
Hongtu Zhu
OffRL
426
8
0
21 Feb 2022
Efficient Learning of Optimal Individualized Treatment Rules for
  Heteroscedastic or Misspecified Treatment-Free Effect Models
Efficient Learning of Optimal Individualized Treatment Rules for Heteroscedastic or Misspecified Treatment-Free Effect Models
Weibin Mo
Yufeng Liu
260
10
0
06 Sep 2021
Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement
  Learning Framework
Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning FrameworkJournal of the American Statistical Association (JASA), 2020
C. Shi
Xiaoyu Wang
Shuang Luo
Hongtu Zhu
Jieping Ye
R. Song
CMLOffRL
655
50
0
05 Feb 2020
1
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