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Fictitious Cross-Play

Install

test on CUDA == 11.6

   conda create -n marl
   conda activate marl
   pip install torch==1.12.1+cu116 torchvision==0.13.1+cu116 -f https://download.pytorch.org/whl/torch_stable.html
   pip install -e . 
   pip install -r requirements.txt

Matrix Games

In folder matrix_games: we consider three matrix games: an example game example, the Seek-Attack-Defend game sad, and the team Rock-Paper-Scissors game team_rps.

Run experiments by executing

cd matrix_games/<game_name>
python run.py

Then plot results by executing

python plot.py

Gridworld Game

In folder gridworld: we consider the MAgent Battle 3-vs-3 game.

Run experiments by executing

cd gridworld/scripts
./train_magent_<alg_name>.py

Google Reserach Football

It is internal code and cannot be opensourced due to copyright issues.

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