Artificial Pancreas Control for Diabetes using TD3 Deep Reinforcement Learning
Author:
Affiliation:
1. Letterkenny Institute of Technology,Department of Computing,Letterkenny,Ireland
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9826136/9826139/09826219.pdf?arnumber=9826219
Reference35 articles.
1. The UVA/PADOVA Type 1 Diabetes Simulator
2. An integrated mathematical model of the dynamics of blood glucose and its hormonal control
3. Reward Shaping in Episodic Reinforcement Learning;grzes;Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems,2017
4. Deep Q-Learning With Recurrent Neural Networks;chen;/paper/Deep-Q-Learning-With-Recurrent-Neural-Networks-Chen/25d141282ab855dc89c0132d877fdc2e83d1b549,2016
Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. G2P2C — A modular reinforcement learning algorithm for glucose control by glucose prediction and planning in Type 1 Diabetes;Biomedical Signal Processing and Control;2024-04
2. Reinforcement Learning Models and Algorithms for Diabetes Management;IEEE Access;2023
3. Evaluation of Offline Reinforcement Learning for Blood Glucose Level Control in Type 1 Diabetes;IEEE Access;2023
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