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MNIST Games

This is my implementation of the MultiStep MNIST Game from Learning to Communicate with Deep Multi-Agent Reinforcement Learning using Python and Torch.

Results reporduction

In order to obtain the results showed in the report execute the following commands:

  • Set up the environment:
python -m venv games-env
source games-env/bin/activate
pip install -r requirements.txt
  • To replicate the experiments varying the sigma:
python main.py -conf conf.json -parameter sigma
  • To replicate the experiments varying the gamma:
python main.py -conf conf.json -parameter gamma

References:

Original Paper

Heavily inspired by

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