Offline Deep Reinforcement Learning and Off-Policy Evaluation for Personalized Basal Insulin Control in Type 1 Diabetes

Taiyu Zhu, Kezhi Li, Pantelis Georgiou. Offline Deep Reinforcement Learning and Off-Policy Evaluation for Personalized Basal Insulin Control in Type 1 Diabetes. IEEE Transactions on Information Technology in Biomedicine, 27(10):5087-5098, October 2023. [doi]

@article{ZhuLG23-2,
  title = {Offline Deep Reinforcement Learning and Off-Policy Evaluation for Personalized Basal Insulin Control in Type 1 Diabetes},
  author = {Taiyu Zhu and Kezhi Li and Pantelis Georgiou},
  year = {2023},
  month = {October},
  doi = {10.1109/JBHI.2023.3303367},
  url = {https://doi.org/10.1109/JBHI.2023.3303367},
  researchr = {https://researchr.org/publication/ZhuLG23-2},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Information Technology in Biomedicine},
  volume = {27},
  number = {10},
  pages = {5087-5098},
}