smac topic
noisy-mappo
Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)
pymarl2
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
auto-sklearn
Automated Machine Learning with scikit-learn
DI-engine
OpenDILab Decision AI Engine
on-policy
This is the official implementation of Multi-Agent PPO (MAPPO).
SMAC
StarCraft II Multi Agent Challenge : QMIX, COMA, LIIR, QTRAN, Central V, ROMA, RODE, DOP, Graph MIX
dfac
[ICML 2021] DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning
ACE
[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".
MARL-code-pytorch
Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.
glsmac
Unofficial open-source OpenGL/SDL2 reimplementation of Sid Meier's Alpha Centauri ( + Alien Crossfire )