Offline Reinforcement Learning for Safer Blood Glucose Control in People
with Type 1 Diabetes

Offline Reinforcement Learning for Safer Blood Glucose Control in People with Type 1 Diabetes

7 April 2022

Ryan McConville

Papers citing "Offline Reinforcement Learning for Safer Blood Glucose Control in People with Type 1 Diabetes"

17 / 17 papers shown

Title
ExOSITO: Explainable Off-Policy Learning with Side Information for Intensive Care Unit Blood Test Orders Zongliang Ji Andre Carlos Kajdacsy-Balla Amaral Anna Goldenberg Rahul G. Krishnan OffRL 30 0 0 24 Apr 2025
The Role of Artificial Intelligence in Enhancing Insulin Recommendations and Therapy Outcomes Maria Panagiotou Knut Stroemmen Lorenzo Brigato Bastiaan E. de Galan S. Mougiakakou 34 0 0 24 Mar 2025
Dual Alignment Maximin Optimization for Offline Model-based RL Chi Zhou Wang Luo Haoran Li Congying Han Tiande Guo Zicheng Zhang OffRL 61 0 0 02 Feb 2025
Methodology for Interpretable Reinforcement Learning for Optimizing Mechanical Ventilation Joo Seung Lee Malini Mahendra Anil Aswani OffRL 53 1 0 10 Jan 2025
SAMBO-RL: Shifts-aware Model-based Offline Reinforcement Learning Wang Luo Haoran Li Zicheng Zhang Congying Han Jiayu Lv Tiande Guo OffRL 40 1 0 23 Aug 2024
Mitigating Deep Reinforcement Learning Backdoors in the Neural Activation Space Sanyam Vyas Chris Hicks V. Mavroudis AAML 26 0 0 21 Jul 2024
ADESSE: Advice Explanations in Complex Repeated Decision-Making Environments Sören Schleibaum Lu Feng Sarit Kraus Jörg P. Müller 38 2 0 31 May 2024
Blood Glucose Control Via Pre-trained Counterfactual Invertible Neural Networks Jingchi Jiang Rujia Shen Boran Wang Yi Guan OffRL BDL 26 1 0 23 May 2024
Offline Reinforcement Learning with Behavioral Supervisor Tuning Padmanaba Srinivasan William J. Knottenbelt OffRL 27 1 0 25 Apr 2024
TrajDeleter: Enabling Trajectory Forgetting in Offline Reinforcement Learning Agents Chen Gong Kecen Li Jin Yao Tianhao Wang OnRL 28 0 0 18 Apr 2024
An Improved Strategy for Blood Glucose Control Using Multi-Step Deep Reinforcement Learning Weiwei Gu Senquan Wang 25 5 0 12 Mar 2024
End-to-end Offline Reinforcement Learning for Glycemia Control Tristan Beolet Alice Adenis E. Huneker Maxime Louis OffRL 22 1 0 16 Oct 2023
Generating Personalized Insulin Treatments Strategies with Deep Conditional Generative Time Series Models Manuel Schürch Xiang Li Ahmed Allam Giulia Rathmes Amina Mollaysa Claudia Cavelti-Weder Michael Krauthammer AI4TS 22 4 0 28 Sep 2023
Basal-Bolus Advisor for Type 1 Diabetes (T1D) Patients Using Multi-Agent Reinforcement Learning (RL) Methodology Mehrad Jaloli M. Cescon OffRL 22 5 0 17 Jul 2023
Towards Real-World Applications of Personalized Anesthesia Using Policy Constraint Q Learning for Propofol Infusion Control Xiuding Cai Jiao Chen Yaoyao Zhu Beiming Wang Yu Yao OffRL 27 5 0 17 Mar 2023
A Survey on Offline Reinforcement Learning: Taxonomy, Review, and Open Problems Rafael Figueiredo Prudencio Marcos R. O. A. Máximo Esther Luna Colombini OffRL 18 221 0 02 Mar 2022
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 329 1,949 0 04 May 2020