https://github.com/rooseveltadvisors/rl_for_diabetes
Reinforcement learning for Diabetes
https://github.com/rooseveltadvisors/rl_for_diabetes
diabetes diabetes-prediction garage openai-gym pytorch reinforcement-learning theano
Last synced: about 1 month ago
JSON representation
Reinforcement learning for Diabetes
- Host: GitHub
- URL: https://github.com/rooseveltadvisors/rl_for_diabetes
- Owner: RooseveltAdvisors
- Created: 2018-12-07T03:47:09.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2018-12-17T15:26:39.000Z (almost 7 years ago)
- Last Synced: 2025-05-17T20:02:43.749Z (5 months ago)
- Topics: diabetes, diabetes-prediction, garage, openai-gym, pytorch, reinforcement-learning, theano
- Language: Python
- Size: 174 KB
- Stars: 2
- Watchers: 1
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Reinforcement learning for Diabetes
This notebook proposes a reinforcement-learning based algorithm for optimal control of blood glucose in patients with type-1 diabetes. Specifically, the algorithm aims to suggest an optimal insulin injection policy. Its performance was assessed using simulations on a combination of the minimum model and part of the Hovorka model.
# rl_for_diabetes