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It's fairly easy to test, if you use MlpPolicy on the agent (it's just a bit faster and more visual) , what I've noticed is that after about 2-3 minutes...

Could someone post the recommended settings file which give a good results? I'm under impression the checked in config is more of an example (batch size and learning rate appear...