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Challenges for Reinforcement Learning in Healthcare

Challenges for Reinforcement Learning in Healthcare

Elsa Riachi
M. Mamdani
M. Fralick
Frank Rudzicz
ArXiv (abs)PDFHTML

Papers citing "Challenges for Reinforcement Learning in Healthcare"

6 / 6 papers shown
Title
OCMDP: Observation-Constrained Markov Decision Process
OCMDP: Observation-Constrained Markov Decision Process
Taiyi Wang
Jianheng Liu
Bryan Lee
Zhihao Wu
Yu Wu
106
1
0
11 Nov 2024
Inverse Reinforcement Learning with Multiple Planning Horizons
Inverse Reinforcement Learning with Multiple Planning Horizons
Jiayu Yao
Weiwei Pan
Finale Doshi-Velez
Barbara E. Engelhardt
104
0
0
26 Sep 2024
Safe and Interpretable Estimation of Optimal Treatment Regimes
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
41
1
0
23 Oct 2023
Policy Resilience to Environment Poisoning Attacks on Reinforcement Learning
Policy Resilience to Environment Poisoning Attacks on Reinforcement Learning
Hang Xu
Xinghua Qu
Zinovi Rabinovich
93
1
0
24 Apr 2023
Uncertainty-driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning
Uncertainty-driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning
Junjie Zhang
Jiafei Lyu
Xiaoteng Ma
Jiangpeng Yan
Jun Yang
Le Wan
Xiu Li
OffRL
73
8
0
10 Apr 2023
Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities
Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities
Jasmina Gajcin
Ivana Dusparic
CMLOffRL
110
11
0
21 Oct 2022

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