Visualize Progress in Reinforcement Learning Toolbox

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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

Accepted Answer

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
  1 Comment
green_ananas
green_ananas on 13 Mar 2021
Thanks Emmanouil, I thought of doing something like this and wondered whether it's already otherwise implemented.

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