Challenges for Reinforcement Learning in Healthcare

9 March 2021

Papers citing "Challenges for Reinforcement Learning in Healthcare"

6 / 6 papers shown

Title
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 Jiayu Yao Weiwei Pan Finale Doshi-Velez Barbara E. Engelhardt 104 0 0 26 Sep 2024
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 Hang Xu Xinghua Qu Zinovi Rabinovich 93 1 0 24 Apr 2023
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 Jasmina Gajcin Ivana Dusparic CML OffRL 110 11 0 21 Oct 2022