ailabdsunipi/pymarlzooplus repository overview

⁠PyMARLzoo+

PyMARLzoo+ is an extended benchmarking suite for fully cooperative multi-agent reinforcement learning, building on EPyMARL. It adds seven state-of-the-art algorithms (HAPPO, MAT-DEC, QPLEX, EOI, EMC, MASER and CDS) to the nine already supported, and integrates seamlessly with a wide range of PettingZoo and Gymnasium environments—including Overcooked, Capture Target, Box Pushing, RWARE, LBF and more—so you can train and evaluate complex cooperative tasks out of the box .

⁠How to use it

1.Pull the image

docker pull aillabdsunipi/pymarlzooplus:latest

2.Mount your working directory

Keep your configs and code outside the container:

docker run -it --rm \
  -v /path/to/your/project:/workspace \
  aillabdsunipi/pymarlzooplus:latest /bin/bash