Minimal implementation of multi-agent reinforcement learning algorithms(marl). This repo
complements ma-gym and is is inspired
by minimalRl which provides minimal implementation for RL algorithms for
the ease of understanding.
pip install ma-gym>=0.0.7 torch>=1.8 wandbpython <algo_name>.py # such as `vdn.py`- IDQN ( Independent Deep-Q Network) [DQN version of IQL]
- VDN (Value Decomposition Network)
- QMIX
- MADDPG (Multi Agent Deep Deterministic Policy Gradient)
Status: Not converging at the moment
Contributions are always welcome!
Feel free to send a pull-request if you would like to add a new algorithm or further optimize an existing algorithm.
Also, If adding a new algorithm, please start by raising an issue.