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Robust Q-learning

Robust Q-learning

Journal of the American Statistical Association (JASA), 2020
27 March 2020
Ashkan Ertefaie
J. McKay
D. Oslin
Robert L. Strawderman
    OffRLOOD
ArXiv (abs)PDFHTML

Papers citing "Robust Q-learning"

6 / 6 papers shown
AI in Pharma for Personalized Sequential Decision-Making: Methods,
  Applications and Opportunities
AI in Pharma for Personalized Sequential Decision-Making: Methods, Applications and Opportunities
Yuhan Li
Hongtao Zhang
Keaven M Anderson
Songzi Li
Ruoqing Zhu
190
0
0
30 Nov 2023
Relative Sparsity for Medical Decision Problems
Relative Sparsity for Medical Decision ProblemsStatistics in Medicine (Stat Med), 2022
Samuel J. Weisenthal
Sally W. Thurston
Ashkan Ertefaie
265
4
0
29 Nov 2022
Valid post-selection inference in Robust Q-learning
Valid post-selection inference in Robust Q-learning
Jeremiah Jones
Ashkan Ertefaie
Robert L. Strawderman
OffRL
221
2
0
05 Aug 2022
Transfer Q-learning
Transfer Q-learning
Elynn Y. Chen
Sai Li
Sai Li
OffRLOnRL
278
4
0
09 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
A Penalized Shared-parameter Algorithm for Estimating Optimal Dynamic
  Treatment Regimens
A Penalized Shared-parameter Algorithm for Estimating Optimal Dynamic Treatment Regimens
P. Ghosh
Trikay Nalamada
S. Agarwal
M. Jahja
Bibhas Chakraborty
154
0
0
13 Jul 2021
1
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