GitHub topics: smac
xujiuqing2023/marl-ppo-suite
Clean, documented implementations of PPO-based algorithms for cooperative multi-agent reinforcement learning, focusing on SMAC environments. Features MLP and RNN-based MAPPO with various normalization techniques.
Language: Python - Size: 33.2 KB - Last synced at: about 20 hours ago - Pushed at: about 21 hours ago - Stars: 8 - Forks: 3
automl/auto-sklearn
Automated Machine Learning with scikit-learn
Language: Python - Size: 121 MB - Last synced at: about 15 hours ago - Pushed at: 3 days ago - Stars: 7,937 - Forks: 1,310
opendilab/DI-engine
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
Language: Python - Size: 293 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 3,513 - Forks: 409
afwbkbc/glsmac
Unofficial open-source OpenGL/SDL2 reimplementation of Sid Meier's Alpha Centauri ( + Alien Crossfire )
Language: C++ - Size: 4.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 506 - Forks: 20
j3soon/dfac-extended
[JMLR 2023] A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning
Language: Python - Size: 927 KB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0
legalaspro/marl-ppo-suite
Clean, documented implementations of PPO-based algorithms for cooperative multi-agent reinforcement learning, focusing on SMAC environments. Features MLP and RNN-based MAPPO and HAPPO with various techniques.
Language: Python - Size: 4.17 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 3 - Forks: 1
opendilab/ACE
[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".
Language: Python - Size: 55.4 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 221 - Forks: 10
DimitriWeiss/up-ac
Integration of algorithm configuration in the Unified Planning Framework
Language: Python - Size: 3.12 MB - Last synced at: 22 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 3
marlbenchmark/on-policy
This is the official implementation of Multi-Agent PPO (MAPPO).
Language: Python - Size: 234 KB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 1,562 - Forks: 323
hijkzzz/pymarl2
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
Language: Python - Size: 364 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 664 - Forks: 128
hijkzzz/noisy-mappo
Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)
Language: Python - Size: 153 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 61 - Forks: 6
NKAI-Decision-Team/LLM-PySC2
LLM-PySC2 is NKAI Decision Team and NUDT Decision Team's Python component of the StarCraft II LLM Decision Environment. It exposes Deepmind's PySC2 Learning Environment API as a Python LLM Environment.
Language: Python - Size: 49.6 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 120 - Forks: 11
j3soon/dfac
[ICML 2021] DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning
Language: Python - Size: 1.1 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 32 - Forks: 3
ZhuohuiZhang/TGCNet
This is the official implementation of [AAAI'25 Oral] accepted paper: Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems.
Language: Python - Size: 41 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0
jk96491/SMAC
StarCraft II Multi Agent Challenge : QMIX, COMA, LIIR, QTRAN, Central V, ROMA, RODE, DOP, Graph MIX
Language: Python - Size: 4.65 MB - Last synced at: 9 months ago - Pushed at: about 4 years ago - Stars: 68 - Forks: 20
hyeon1996/FoX
This repository considers the implementation of the paper "FoX: Formation-aware exploration in multi-agent reinforcement learning" which has been accepted to AAAI 2024
Language: Python - Size: 6.11 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 14 - Forks: 1
jk96491/C-COMA
Continual Multi-agent Reinforcement Learning in Dynamic Environments
Language: Python - Size: 1.41 MB - Last synced at: 9 months ago - Pushed at: about 4 years ago - Stars: 10 - Forks: 2
Laraib-Azmat/SMAC-Protocol
Wireless Sensor SMAC Medium Access Protocol Implemented in Matlab. Complete energy efficient and collision avoidance protocol.
Language: MATLAB - Size: 18.8 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
DeepanChakravarthiPadmanabhan/Research-and-Development-HBRS
Research and Development project report. Affliations: Hochschule Bonn-Rhein-Sieg and Fraunhofer SCAI
Language: TeX - Size: 21.5 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
Lizhi-sjtu/MARL-code-pytorch
Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.
Language: Python - Size: 595 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 220 - Forks: 36
lucylow/l3gacy_fps
Anti-Cheat Detection for Game Streaming
Size: 2.93 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 3
apertamono/namenlijsten
Thematic lists of Dutch words which can be used in naming schemes
Size: 52.7 KB - Last synced at: 4 days ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0
nphdang/Bandit-BO
Bayesian Optimization for Categorical and Continuous Inputs
Language: Python - Size: 188 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 16 - Forks: 2
johnantonn/cash-for-unsupervised-ad
Systematic Evaluation of CASH Search Strategies for Unsupervised Anomaly Detection
Language: Jupyter Notebook - Size: 61.8 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
pouyaardehkhani/ParameterOptimization
In this project, we focus on different ways to optimize a machine learning model parameters.
Language: Jupyter Notebook - Size: 33.6 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1
maechler/a2e
A library based on Keras, SMAC and HpBandSter to auto tune autoencoder architectures.
Language: Python - Size: 1.2 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0
zemovi/AutoDA
An automated data augmentation tool in Python
Language: Jupyter Notebook - Size: 12.7 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0
