Visualize Progress in Reinforcement Learning Toolbox

Hello everyone

Do you know whether it is possible to store an agent's progress within the reinforcement learning toolbox? What I would like to do is to have access to the agent's states in the course of the training, such that I can show how the agent behaved at different points in its learning phase. Is there a built-in functionality like this, or should I try and store every agent individually, which potentially is a lot of data.

Cheers

Answer 1

[Emmanouil Tzorakoleftherakis]

This is not possible out of the box, but you could implement something like this by setting a counter and saving the current version of the agent as needed. You could do it from the step/reset function

[green_ananas]

Thanks Emmanouil, I thought of doing something like this and wondered whether it's already otherwise implemented.