rl4h / g2p2c Goto Github PK

Hey, first of all thanks for all the work you have done here.

I am on the long way of trying to test how RL models as trained with simglucose could work on a phone in a similar fashion to how sth like AndroidAps is currently doing it.

The plan for a POC is to use:

• BG data from a dex... g6
• Use it in a app running a model using pytorch mobile
• Simulate insulin delivery and compare it to AndroidAps data

There quite a few challenges to solve just for having a POC actually 😅

From reading the paper and this source-code I got a quite nice feeling of how you are doing most things, but there are quite a few questions left to me 🙈 (Hope you don't mind).

First of all I would be interested in what kind of machines you used to train and how long it took you round about? Have you maybe already tried to adjust your environment to use sth like ray? And did you maybe already had a look in running a model on a mobile device?