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 31 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 31 projects as JSON

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# 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 Ludeme/LudiiTutorials

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

37
Emerging
4 pbondoer/leekwars

(simple) Leek Wars AI

36
Emerging
5 KINGdotNET/kingdotnet.github.io

KING.NET - Free Games for Life.

32
Emerging
6 brnd-from-mars/TetrisAI

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

31
Emerging
7 FrimJo/spell-coven-mono

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

29
Experimental
8 TimHanewich/tetris-ai-mini

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

28
Experimental
9 caohch-1/Tetris-AI

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

25
Experimental
10 bytePatrol/MonopolyAIRoyal

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

21
Experimental
11 junghyun397/TetrisXQ

Difficult and annoying Tetris implemented by Reinforcement-Learning

20
Experimental
12 TemariVirus/Budget-Tetris

Modern Tetris on the terminal + trained AI bots!

19
Experimental
13 cmsrs/balllines

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

19
Experimental
14 tetrus-ai/tetrus

Tetris but in Rust. Also AI to play that.

18
Experimental
15 hanzopgp/TetrisRevisitedGame

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

18
Experimental
16 synloop/oort-fighter-camper-killer

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

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

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

17
Experimental
18 hixyt/Study-Boss-Battle

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

14
Experimental
19 mnokno/SpaceTetrisAI

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

13
Experimental
20 Dimylkin/TechnoAssistant

JavaFX PC evaluation application using AI

13
Experimental
21 ICEcoldSiemens/ct4030-pong-game-using-oop-database

Developed a GUI-based video game, utilising and applying Object-Oriented...

12
Experimental
22 oelin/tetris-ai

A heuristic tetris player, fined tuned using genetic algorithms.

11
Experimental
23 DXOGO/tetris-bot_IA

Final project for the Artificial Intelligence class 2021/2022

11
Experimental
24 FlipGoncalves/Tetris_AI

IA (InteligĂȘncia Artificial) Project - Supervised Learning to play the...

11
Experimental
25 cvera08/multi-games-artificial-intelligence-js

Web Based Games where you can Play against AI

11
Experimental
26 tmptrash/irma4

Fourth version of irma artificial life simulator on rust

11
Experimental
27 marek78/paper-soccer

paper soccer game

11
Experimental
28 jia1/autistic-tetris

Tetris AI running local search (genetic algorithm)

11
Experimental
29 domcain/operations-in-the-information-environment

Agents and single player 'red team vs blue team' game.

11
Experimental
30 hbclaure/Co_Tetris

A research platform for investigating multi party interactions with AI systems.

11
Experimental
31 MateuszJanda/netris-ai-robot

Banch of experiments with overall goal to create ultimate agent (using...

10
Experimental