A Model-free Approach to Automatic Dose Guidance in Long Acting Insulin Treatment of Type 2 Diabetes.
Dinesh KrishnamoorthyDimitri BoirouxTinna Björk AradóttirSarah Ellinor EngellJohn Bagterp JørgensenPublished in: ACC (2021)
Keyphrases
- model free
- diabetes mellitus
- diabetic patients
- reinforcement learning
- function approximation
- reinforcement learning algorithms
- blood glucose
- radiation therapy
- policy iteration
- health care
- policy evaluation
- machine learning
- temporal difference
- small animal
- state space
- average reward
- risk factors
- medical data
- dynamic programming
- genetic algorithm