Hi SlimyRat21 :

Tool that will help me track and manage the different configs and simulation logs across different runs and versions of the simulation.

Definitely covered by Trains, it also does that with very little code changes (if any) to your current code base

Tool that will help me gather and compare the results from specific simulation runs

Same as above 🙂

Do you you have an experience or tips on using trains for non-ML before investing time into this and seeing for myself? Or do you know of another tool you could recommend? Thank you!

I think we used it for our RL Doom agent, is this a similar case ?