PyDreamer: model-based RL written in PyTorch + integrations with DM Lab and MineRL environments

• pydreamer

  3 193 0.0 Python

  PyTorch implementation of DreamerV2 model-based RL algorithm

• dreamerv2

  4 853 0.0 Python

  Mastering Atari with Discrete World Models

  This is my implementation of Hafner et al. DreamerV2 algorithm. I found the PlaNet/Dreamer/DreamerV2 paper series to be some of the coolest RL research in recent years, showing convincingly that MBRL (model-based RL) does work and is competitive with model-free algorithms. And we all know that AGI will be model-based, right? :)

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• planet

  1 1,152 0.0 Python

  Learning Latent Dynamics for Planning from Pixels (by google-research)

  

  Code for https://arxiv.org/abs/1811.04551 found: https://github.com/google-research/planet

• dreamer

  1 485 0.0 Python

  Dream to Control: Learning Behaviors by Latent Imagination

  Code for https://arxiv.org/abs/1912.01603 found: https://github.com/danijar/dreamer

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