Game AI Competitions ML Frameworks
Repositories for AI programming challenges and competitions where agents compete in games (Bomberjam, Zappy, Lux-AI, Robocode). Includes game implementations with AI players and multiplayer competitive frameworks. Does NOT include general game development, single-player games without AI agents, or non-competitive game projects.
There are 24 game ai competitions frameworks tracked. 5 score above 50 (established tier). The highest-rated is Pbatch/ClashRoyaleBuildABot at 60/100 with 353 stars.
Get all 24 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=game-ai-competitions&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
Pbatch/ClashRoyaleBuildABot
A platform for creating bots to play Clash Royale |
|
Established |
| 2 |
HaliteChallenge/Halite-III
Season 3 of @twosigma's artificial intelligence programming challenge |
|
Established |
| 3 |
robocode-dev/tank-royale
Git repository for Robocode Tank Royale |
|
Established |
| 4 |
TylerYep/wolfbot
One Night Ultimate Werewolf: AI Edition |
|
Established |
| 5 |
HaliteChallenge/Halite-II
Season 2 of @twosigma's artificial intelligence programming challenge |
|
Established |
| 6 |
cair/deep-rts
A Real-Time-Strategy game for Deep Learning research |
|
Emerging |
| 7 |
google-deepmind/eigengame
Open source code for EigenGame. |
|
Emerging |
| 8 |
jdermont/YaPaperSoccer
A single player source code for Ya Paper Soccer - paper soccer for Android. |
|
Emerging |
| 9 |
code-jugglers/brain-games
simple Machine Learning bots for playing games |
|
Experimental |
| 10 |
Hvllvix/game-of-life-with-cnn
A high-performance Game of Life simulation using CNNs to explore the duality... |
|
Experimental |
| 11 |
AlexBatrakov/solo-wargame-ai
Rule-faithful Python simulator, search baselines, and RL experiments for a... |
|
Experimental |
| 12 |
dgets/nightMiner
Halite III Bot - rewriting Halite III bot from scratch with better project... |
|
Experimental |
| 13 |
robocode-dev/book-of-robocode
The Book of Robocode |
|
Experimental |
| 14 |
JDIS/ai-challenge-2017
Platform used for JDIS's 2017 AI Challenge |
|
Experimental |
| 15 |
rayanf/Liars-Dice
neural network from scratch for detect best liar's dice strategy |
|
Experimental |
| 16 |
DennisSoemers/Transfer-DNNs-Ludii-Polygames
Repo with scripts and documentation for the TMLR paper: "Towards a General... |
|
Experimental |
| 17 |
LangHuiHE/Artificial-Intelligence-in-Gaming
Artificial Intelligence |
|
Experimental |
| 18 |
takaneichinose/zombie-gun-war
Test your reflexes with this game. Just fight with the AI. Dodge its fire,... |
|
Experimental |
| 19 |
VenkateshHJoshi/superhero_battle_sim
An AI-powered superhero battle simulator that uses Machine Learning... |
|
Experimental |
| 20 |
D-TheProgrammer/Game-AirSoccer_in_Js-Html_with_AI
[French] Projet AirSoccer en Javascript et Html avec IA [English] Projet... |
|
Experimental |
| 21 |
Abhijith14/MindTheGame
An assessment based on Game Theory. |
|
Experimental |
| 22 |
mayurmadnani/halite
halite.io bot competition |
|
Experimental |
| 23 |
StavrosOrf/Geometry-Friends-Rectangle-AI
Geometry Friends is a two-player cooperative puzzle computer game developed... |
|
Experimental |
| 24 |
FlipGoncalves/BombermanAI
SI II (Sistemas Inteligentes II) Project - Reinforcement Learning to play... |
|
Experimental |