Multiagent Soccer Simulation ML Frameworks
Frameworks and simulators for soccer/football AI agents in competitive environments, including RoboCup competitions and 2D/3D soccer simulations. Does NOT include general reinforcement learning environments, real-world robotics without soccer context, or non-competitive sports analytics.
There are 19 multiagent soccer simulation frameworks tracked. 1 score above 70 (verified tier). The highest-rated is facebookresearch/habitat-lab at 77/100 with 2,876 stars and 1,403 monthly downloads.
Get all 19 projects as JSON
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
facebookresearch/habitat-lab
A modular high-level library to train embodied AI agents across a variety of... |
|
Verified |
| 2 |
facebookresearch/ELF
An End-To-End, Lightweight and Flexible Platform for Game Research |
|
Emerging |
| 3 |
utra-robosoccer/soccerbot
Soccer playing robot representing Canada from University of Toronto |
|
Emerging |
| 4 |
Project-DC/pygeneses
A PyTorch based DeepRL framework to train and study artificial species in... |
|
Emerging |
| 5 |
diambra/arena
DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation |
|
Emerging |
| 6 |
AqwamCreates/DataPredict
Lua-Based Machine Learning, Deep Learning And Reinforcement Learning Library... |
|
Emerging |
| 7 |
alex-petrenko/megaverse
High-throughput simulation platform for Artificial Intelligence reseach |
|
Emerging |
| 8 |
cschen1205/lua-ai
Implementation of machine learning and artificial intelligence algorithms in... |
|
Emerging |
| 9 |
qiemem/Wolf-Sheep-Predation-Micro-Sims
A demonstration of how agents can make decisions by simulating their... |
|
Experimental |
| 10 |
RCSS-IR/futsal-challenge
2D Soccer Simulation Competition Futsal Challenge |
|
Experimental |
| 11 |
Klus3kk/microsociety
An object-oriented project that represents the simulator of the society with... |
|
Experimental |
| 12 |
AILab-FOI/GEAR
This repository contains an implementation of GEAR (Gamified Emergent Agent... |
|
Experimental |
| 13 |
AqwamCreates/Roblox-Source-Codes
All the Roblox codes that were shown in AqwamCreates' YouTube channel. |
|
Experimental |
| 14 |
khusheekapoor/ArtificialIntelligenceProjects
Mini Projects on Artificial Intelligence including Reinforcement Learning,... |
|
Experimental |
| 15 |
johannesgiorgis/move_37
Siraj's Move 37 Course |
|
Experimental |
| 16 |
EduardoGarrido90/micro_agents
Microeconomic agents trained with DRL on microeconomic simulators |
|
Experimental |
| 17 |
hidehisaakiyama/RoboCup2D-tutorial
RoboCupサッカーシミュレーション2Dのチュートリアル記事を（主に日本語で）書いていきます． |
|
Experimental |
| 18 |
duartecaldascardoso/football-manager-slms
Experiment with SLMs in a multi agent football management team |
|
Experimental |
| 19 |
charles-hefele/dig-net
This project is an experiment in reinforcement learning that aims to model a... |
|
Experimental |