The reward function encourages short episodes about simglucose HOT 2 OPEN

Any updates on this? Or solutions? I am also having some issues with different algorithms and hyper-parameters and experiencing similar behavior.

from simglucose.

The documentation has a section showing how to use a custom reward function, https://github.com/jxx123/simglucose#openai-gym-usage, which serves exactly your purpose of tuning the reward function.

The default reward function is not intended to give you a nice reward (especially long-term reward), and you are supposed to define your own reward function.

But for the prosperity, it will be nice if anyone could share their insights and their carefully designed reward functions here. I could collect them and put them in the documentation for visibility (of course show your name to give you the credit).

from simglucose.