poppingtonic / WorldModels.jl

WIP - Buggy and/or incomplete Implementation of recurrent world models in Julia - FluxML and POMDPs.jl

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WorldModels in Julia

WIP Julia implementation of Ha and Schmidhuber's World Models.

Done

  • Variational Autoencoder

TODO

  • MDN-RNN and extensions e.g. using a SHA-RNN instead of a vanilla LSTM
  • Controller
  • Integration and testing on MineRL human feedback data

Acknowledgments

Open Philanthropy https://fluxml.ai/FastAI.jl/dev/notebooks/vae.ipynb.html

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WIP - Buggy and/or incomplete Implementation of recurrent world models in Julia - FluxML and POMDPs.jl


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