Angel, Tejedor H Miguel; Hjerde, Sigurd; Myhre, Jonas Nordhaug; Godtliebsen, Fred (Journal article; Tidsskriftartikkel; Peer reviewed, 2023-10-07)
Patients with type 1 diabetes must continually decide how much insulin to inject before
each meal to maintain blood glucose levels within a healthy range. Recent research has worked on a
solution for this burden, showing the potential of reinforcement learning as an emerging approach for
the task of controlling blood glucose levels. In this paper, we test and evaluate several deep Q-learning
algorithms ...