Q-learning with censored data

30 May 2012

Papers citing "Q-learning with censored data"

24 / 24 papers shown

Title
Artificial Intelligence-based Decision Support Systems for Precision and Digital Health Nina Deliu Bibhas Chakraborty 59 5 0 22 Jul 2024
Medical Knowledge Integration into Reinforcement Learning Algorithms for Dynamic Treatment Regimes Sophia Yazzourh Nicolas Savy Philippe Saint-Pierre Michael R. Kosorok OffRL 101 1 0 29 Jun 2024
Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation Zhishuai Liu Pan Xu OOD OffRL 88 11 0 23 Feb 2024
Lifting the Veil: Unlocking the Power of Depth in Q-learning Shao-Bo Lin Tao Li Shaojie Tang Yao Wang Ding-Xuan Zhou OffRL OOD 55 0 0 27 Oct 2023
Safe and Interpretable Estimation of Optimal Treatment Regimes Harsh Parikh Quinn Lanners Zade Akras Sahar F. Zafar M. P. M. Brandon Westover Cynthia Rudin A. Volfovsky OffRL 36 1 0 23 Oct 2023
Reinforcement learning in large, structured action spaces: A simulation study of decision support for spinal cord injury rehabilitation Nathan Phelps Stephanie Marrocco Stephanie Cornell Dalton L. Wolfe Daniel J. Lizotte AI4CE 54 0 0 23 Oct 2023
A Semiparametric Instrumented Difference-in-Differences Approach to Policy Learning Pan Zhao Yifan Cui CML 78 1 0 14 Oct 2023
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival data Pan Zhao Julie Josse Shu Yang OffRL 77 3 0 13 Jan 2023
Reinforcement Learning For Survival, A Clinically Motivated Method For Critically Ill Patients Thesath Nanayakkara OOD OffRL 55 0 0 17 Jul 2022
Predicting the Need for Blood Transfusion in Intensive Care Units with Reinforcement Learning Yuqing Wang Yun Zhao Linda R. Petzold OffRL 59 5 0 26 Jun 2022
Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions Nina Deliu Joseph Jay Williams B. Chakraborty OffRL 76 5 0 04 Mar 2022
Glucose values prediction five years ahead with a new framework of missing responses in reproducing kernel Hilbert spaces, and the use of continuous glucose monitoring technology Marcos Matabuena Paulo Félix C. Meijide-García F. Gudé 98 0 0 11 Dec 2020
Nearly Dimension-Independent Sparse Linear Bandit over Small Action Spaces via Best Subset Selection Yining Wang Yi Chen Ethan X. Fang Zhaoran Wang Runze Li 131 16 0 04 Sep 2020
Multicategory Angle-based Learning for Estimating Optimal Dynamic Treatment Regimes with Censored Data F. Xue Yanqing Zhang Wenzhuo Zhou H. Fu Annie Qu 63 15 0 14 Jan 2020
Reinforcement Learning in Healthcare: A Survey Chao Yu Jiming Liu S. Nemati LM&MA OffRL 200 579 0 22 Aug 2019
Hoeffding-Type and Bernstein-Type Inequalities for Right Censored Data Y. Goldberg 35 1 0 05 Mar 2019
A Theoretical Analysis of Deep Q-Learning Jianqing Fan Zhuoran Yang Yuchen Xie Zhaoran Wang 203 611 0 01 Jan 2019
Deep Reinforcement Learning Yuxi Li VLM OffRL 194 144 0 15 Oct 2018
A clustering-based reinforcement learning approach for tailored personalization of e-Health interventions Ali el Hassouni Mark Hoogendoorn M. V. Otterlo A. E. Eiben Vesa Muhonen E. Barbaro OffRL 36 20 0 10 Apr 2018
Tree based weighted learning for estimating individualized treatment rules with censored data Yifan Cui Ruoqing Zhu Michael R. Kosorok CML 55 47 0 30 Jul 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 346 1,549 0 25 Jan 2017
On Estimation of Optimal Treatment Regimes For Maximizing t-Year Survival Probability Runchao Jiang Wenbin Lu Rui Song M. Davidian 90 60 0 29 Jul 2014
Constructing Dynamic Treatment Regimes in Infinite-Horizon Settings Ashkan Ertefaie 127 21 0 03 Jun 2014
Support Vector Regression for Right Censored Data Y. Goldberg Michael R. Kosorok 133 28 0 23 Feb 2012