Major-Minor Mean Field Games

This repository is the official implementation of the paper "Learning Discrete-Time Major-Minor Mean Field Games".

Install Python packages in virtual env

To install a virtual environment with the required packages, run the following.

python -m venv venv
source venv/bin/activate
pip install -r requirements.txt

Run experiments

You can run experiments by calling main_fp.py. Options can be found in args_parser.

python main_fp.py

Replicate results

To run all the experiments, run the experiment scripts.

python exp_1.py
python exp_2.py
python exp_3.py

Replicate plots

After running the experiments, the plots in the paper can be generated using the plot scripts in the eval/ folder, or the following script to plot all.

python plot_all.py