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PySC2 bot in Pytorch

Reference:

Relies on the repo https://github.com/simonmeister/pysc2-rl-agents for implementations of action / observation space pre-processing, network architectures.

Entire backend is in Pytorch, with TF for tensorboard.

To run training:

python run.py --envs 32 --map MoveToBeacon

Result:

MoveToBeacon

MoveToBeaconChart

TODO:

  • Train on other mini-games
  • Use replay data
  • Optimize the Runner to work with Torch tensor instead of numpy array
  • Multi-GPU training

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  • Jupyter Notebook 53.9%
  • Python 46.1%