9 results found Sort:

automl
auto-sklearn automl
1.3k
7.4k
bsd-3-clause
215
Automated Machine Learning with scikit-learn
smac automl metalearning scikit-learn meta-learning bayesian-optimization hyperparameter-search hyperparameter-tuning automated-machine-learning hyperparameter-optimization
Created 2015-07-02
2,759 commits to development branch, last one about a year ago
opendilab
DI-engine opendilab
342
2.7k
apache-2.0
19
OpenDILab Decision AI Engine
drl r2d2 smac atari impala mujoco python minigrid self-play offline-rl pytorch-rl distributed-system imitation-learning reinforcement-learning exploration-exploitation inverse-reinforcement-learning multiagent-reinforcement-learning reinforcement-learning-algorithms distributed-reinforcement-learning model-based-reinforcement-learning
Created 2021-07-04
802 commits to main branch, last one 2 days ago
marlbenchmark
on-policy marlbenchmark
276
1.2k
mit
7
This is the official implementation of Multi-Agent PPO (MAPPO).
ppo mpes smac mappo hanabi algorithms multi-agent starcraftii
Created 2021-02-23
126 commits to main branch, last one 3 months ago
hijkzzz
pymarl2 hijkzzz
112
567
apache-2.0
16
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
marl smac sota starcraft reinforcement-learning
Created 2021-02-06
165 commits to master branch, last one 14 days ago
afwbkbc
glsmac afwbkbc
12
359
agpl-3.0
27
Unofficial open-source OpenGL/SDL2 reimplementation of Sid Meier's Alpha Centauri ( + Alien Crossfire )
4x civ game smac linux opengl freebsd gamedev windows strategy c-plus-plus multiplayer civilization strategy-game cross-platform 4x-strategy-game game-development turn-based-strategy sid-meier-civilization sid-meier-alpha-centauri
Created 2023-01-08
766 commits to main branch, last one 5 days ago
Lizhi-sjtu
MARL-code-pytorch Lizhi-sjtu
45
358
mit
2
Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.
mpe vdn qmix smac mappo matd3 maddpg reinforcement-learning
Created 2022-05-17
50 commits to main branch, last one about a year ago
opendilab
ACE opendilab
9
190
apache-2.0
4
[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".
smac gfootball multi-agent reinforcement-learning multi-agent-reinforcement-learning
Created 2022-11-23
10 commits to main branch, last one about a year ago
jk96491
SMAC jk96491
17
60
apache-2.0
5
StarCraft II Multi Agent Challenge : QMIX, COMA, LIIR, QTRAN, Central V, ROMA, RODE, DOP, Graph MIX
coma liir qmix roma smac starcraft2 reinforcement-learning multi-agent-reinforcement-learning
Created 2020-08-14
114 commits to master branch, last one 2 years ago
hijkzzz
noisy-mappo hijkzzz
6
42
mit
3
Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)
smac sota mappo multi-agent-reinforcement-learning
Created 2021-06-27
10 commits to master branch, last one about a year ago