QMIX (Monotonic Value Function Factorisation for Multi-Agent RL)

QMIX Q-Mix is a specialized multi-agent algorithm. Code here is adapted from https://github.com/oxwhirl/pymarl_alpha to integrate with RLlib multi-agent APIs. To use Q-Mix, you must specify an agent grouping in the environment (see the two-step game example). Currently, all agents in the group must be homogeneous. The algorithm can be scaled by increasing the number of workers or using Ape-X.

Installation

conda create -n rllib-qmix python=3.10
conda activate rllib-qmix
pip install -r requirements.txt
pip install -e '.[development]'

Usage

[QMIX Example]()