Tetris AI Agents ML Frameworks

AI agents and bots trained to play Tetris using techniques like genetic algorithms, heuristic search, and reinforcement learning. Does NOT include general game-playing AI, other puzzle games, or game development frameworks.

There are 30 tetris ai agents frameworks tracked. 1 score above 50 (established tier). The highest-rated is crispy-chiken/YugiohAi at 54/100 with 44 stars.

Get all 30 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=tetris-ai-agents&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Framework Score Tier
1 crispy-chiken/YugiohAi

A Yugioh Ai Learning bot

54
Established
2 RyanSaxe/mtg

State of the Art Magic: the Gathering Draft and DeckBuilder AI.

47
Emerging
3 moroboxai/moroboxai-player-web

Embeddable player for running MoroboxAI games on the web

33
Emerging
4 Ludeme/LudiiTutorials

This repository contains various tutorials for game design and programming...

30
Emerging
5 pbondoer/leekwars

(simple) Leek Wars AI

29
Experimental
6 FrimJo/spell-coven-mono

A browser-based platform for playing paper Magic: The Gathering remotely...

26
Experimental
7 KINGdotNET/kingdotnet.github.io

KING.NET - Free Games for Life.

25
Experimental
8 brnd-from-mars/TetrisAI

The old school Tetris game in addition with an AI that learns evolutionary...

24
Experimental
9 cahyaong/ai.kvasir

Project: MTG Training Ground — A dynamic platform for experimenting with AI...

23
Experimental
10 moroboxai/moroboxai-player-sdk

Core functionalities for running MoroboxAI games on various platforms

23
Experimental
11 bytePatrol/MonopolyAIRoyal

AI models battle for Monopoly supremacy. Native macOS app with 200+ LLMs,...

22
Experimental
12 h3nnn4n/smart-panda

🐼Tetris playground (in rust/wasm + javascript) for AIs

22
Experimental
13 TimHanewich/tetris-ai-mini

Training a neural network (AI) to play a very simplified game of 4x4 Tetris...

21
Experimental
14 MiChaelinzo/untitled

An electrifying reaction-time challenge game designed for Cloud9 event...

20
Experimental
15 caohch-1/Tetris-AI

Codes and Reports for Final Project of CS181-21-FA, ShanghaiTech. Using...

18
Experimental
16 Udukuzi/nova-glitch-arcade-v1.1

Token-gated Web3 arcade platform with 7 classic games, Battle Arena PvP, and...

15
Experimental
17 hixyt/Study-Boss-Battle

AI-powered gamified learning website using A* and Naive Bayes with boss...

14
Experimental
18 dorianbg/MiniGolf

A 3D mini golf game with an AI and a Physics engine

14
Experimental
19 junghyun397/TetrisXQ

Difficult and annoying Tetris implemented by Reinforcement-Learning

13
Experimental
20 synloop/oort-fighter-camper-killer

🏆 Reached semi-finals in Oort.rs Rust tournament @ HEPIA — Real-time 2D...

12
Experimental
21 meatfighter/nintaco-go-api-tetris-bot

Nintaco Go API example that plays Tetris.

12
Experimental
22 TemariVirus/Budget-Tetris

Modern Tetris on the terminal + trained AI bots!

12
Experimental
23 cevherkarakoc/XOX-w-AI

HTML5 ve P5 kullanan ve Basit bir yapay zeka içeren XOX oyunu denemesi.

12
Experimental
24 cmsrs/balllines

Kulki, Ball lines, Color Lines: Move the balls to from lines of 5 or more...

12
Experimental
25 aidin36/sillyverse

Sillyverse is a collection of some programming games, developed on a Virtual...

12
Experimental
26 mnokno/SpaceTetrisAI

The Space Tetris environment is a designed to evaluate and test agents in...

11
Experimental
27 Dimylkin/TechnoAssistant

JavaFX PC evaluation application using AI

11
Experimental
28 hanzopgp/TetrisRevisitedGame

Tetris-like game + GUI + MVC + Solver + Save system.

11
Experimental
29 arnobpl/Bomberman-Battle

A classic game, influenced by Neo Bomberman (1997), supporting up to 4 human...

11
Experimental
30 tetrus-ai/tetrus

Tetris but in Rust. Also AI to play that.

11
Experimental