Fast MVC-style deep MARL framework

Includes implementations of algorithms:

• Independent PPO
• Multi-agent PPO

Installation instructions

Build the Dockerfile using

cd docker
./build.sh

Set up StarCraft II by running ./install_sc2.sh. Make sure to install the 32x32_flat.SC2Map by copying it to the $SC2PATH/Maps directory from the smacv2 repo.

Running Hyperparameter Tuning

1. Make sure to either set use_wandb=False or to change the project and entity in src/config/default.yaml.
2. Build the docker file as above.
3. Install StarCraft II as above.
4. Run the ./run_exp.sh script.

Copyright and usage restrictions

This framework has been designed, and all core components have been implemented by: Copyright 2018, Christian Schroeder de Witt (WhiRL, Torr Vision Lab, University of Oxford) [email protected]