DeepRL-TensorFlow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2 (by marload)

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DeepRL-TensorFlow2 reviews and mentions

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  • PPO implementation in TensorFlow2
    1 project | /r/reinforcementlearning | 12 Sep 2021
    I've been searching for a clean, good, and understandable implementation of PPO for continuous action space with TF2 witch is understandable enough for me to apply my modifications, but the closest thing that I have found is this code which seems to not work properly even on a simple gym cartpole env (discussed issues in git-hub repo suggest the same problem) so I have some doubts :). I was wondering whether you could recommend an implementation that you trust and suggest :)
  • Question about using tf.stop_gradient in separate Actor-Critic networks for A2C implementation for TF2
    1 project | /r/reinforcementlearning | 24 Mar 2021
    I have been looking at this implementation of A2C. Here the author of the code uses stop_gradient only on the critic network at L90 bur not in the actor network L61 for the continuous case. However , it is used both in actor and critic networks for the discrete case. Can someone explain me why?

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Basic DeepRL-TensorFlow2 repo stats
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almost 2 years ago

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