Bootstrapping Personalized Insulin Therapy via Model-Based Reinforcement Learning: An In Silico Study

Sumana Basu; Flemming Kondrup; Adriana Romero-Soriano; Doina Precup

AAAI 2026technical0 citations

Bootstrapping Personalized Insulin Therapy via Model-Based Reinforcement Learning: An In Silico Study

Sumana Basu, Flemming Kondrup, Adriana Romero-Soriano, Doina Precup

Abstract

Personalized insulin therapy for individuals with Type 1 Diabetes via closed‑loop artificial pancreas systems requires rapid adaptation of dosing strategies to each patient

BibTeX

@inproceedings{aaai2026_bootstrappingper,
  title = {Bootstrapping Personalized Insulin Therapy via Model-Based Reinforcement Learning: An In Silico Study},
  author = {Sumana Basu and Flemming Kondrup and Adriana Romero-Soriano and Doina Precup},
  booktitle = {AAAI 2026},
  year = {2026}
}