Sources of Actor Gradients

This page summarizes the projects mentioned and recommended in the original post on /r/reinforcementlearning

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  • dreamerv2

    Mastering Atari with Discrete World Models

  • In fact, they found that just reinforce gradients work in DM control now too: Dreamerv2 GitHub (they just needed to turn off gradients through the action path - which I guess was being passed back with straight-through estimation? I'm actually having a difficult time telling how the gradient is different on the action vs policy.log_prob(action)).

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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