Multiple agents (peers) learning together simultaneously from scratch with the ability to communicate in a 'What would you do in my situation?' manner.
All packages are specified for Python version 3.7.4.
pip install -r requirements.txt
pip install stable-baselines3==1.5.0 --no-dependenciesThe entry point to Peer Learning is the run_peer.py file.
You can simply do Peer Learning with the default setting by running the following line of code:
python run_peer.pyIn Experiments.md, you find the commands to replicate the experiments reported in our paper including all hyperparameters.
running pip install -r requirements_mogon.txt will result in stable-baselines3 1.5.0 requires gym==0.21, but you'll have gym 0.25.2 which is incompatible. but should work anyway.