Pogema Baselines

This repository contains a set of baselines for the Pogema environment.

Multi-Agent RL Baselines

• QMIX
• VDN
• IQL

Implementations based on the oxwhirl/pymarl

Large-Scale Experiments

• Asynchronous PPO based on alex-petrenko/sample-factory

Installation

Just install all dependencies using:

pip install -r docker/requirements.txt

Training Example

Run main.py with one of the configs from the configs folder:

python main.py --config configs/8x8.yaml

Detailed instructions are available in the APPO and PyMARL readme files.

We thank PyMARL and SampleFactory contributors for their implementations.