Connect Four Game AI ML Frameworks

Game implementations of Connect Four with AI opponents using classical algorithms like minimax, alpha-beta pruning, and MCTS. Does NOT include general game AI frameworks, reinforcement learning environments, or non-Connect Four games.

There are 28 connect four game ai frameworks tracked. The highest-rated is gdsc-ipsacademy/Connect-Four-Game at 30/100 with 8 stars.

Get all 28 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	gdsc-ipsacademy/Connect-Four-Game A game of connect four with an AI to play against.	30	Emerging	8	Python
2	AlexPetrusca/game-ais Collection of minimax AIs for the popular turn-based games: Connect Four,...	24	Experimental	4	Java
3	mukeshmk/connect-4 A multi-agent implementation of the game Connect-4 using MCTS, Minimax and...	23	Experimental	6	Python
4	bl33h/connectFour A program that implements Connect Four with a Python Pygame GUI, supporting...	23	Experimental	2	Python
5	amir-hossein-khodaei/connect4-webgl-mediapipe 3D Connect-4 browser game with MediaPipe hand-gesture control & Minimax AI...	22	Experimental	3	JavaScript
6	ar-sayeem/connect_four_player_vs_AI A Python implementation of the classic Connect Four game featuring an...	18	Experimental	2	HTML
7	lnishan/TwitchPlaysConnect6 🎳 An audience-sourced Connect6 game hosted on TwitchTV	17	Experimental	5	C++
8	AHMerrill/connect-4 Connect-4 AI using CNN and Transformer models with MCTS, Docker backend, and...	17	Experimental	—	Jupyter Notebook
9	mohamedhassan279/Connect-4 Connect-4 AI agent using minimax with/without alpha-beta pruning	16	Experimental	1	Python
10	HyrumDickinson/Connect-Four Simple game that runs in the terminal. Computer opponents use the minimax...	16	Experimental	1	Python
11	vmsaif/connect4-with-minimax-algorithm-in-java The program is a digital rendition of Connect 4, where players aim to align...	16	Experimental	3	Java
12	arkainoh/Connect4 Connect4 game with AI	15	Experimental	1	Java
13	x1ew/four-in-row-negamax Artificial Intelligence final project. implementing negamax.	15	Experimental	2	Python
14	YoussefAboelwafa/Connect4_AI-agent Play Connect4 against an intelligent AI agent using Minimax Algorithm with...	15	Experimental	2	Python
15	SalahKhadir/JavaFX-Connect4 🎮 A modern JavaFX Connect 4 game with three AI difficulty levels (Easy,...	15	Experimental	—	Java
16	Wowol/Connect4-AI AI for the Connect 4 game	13	Experimental	6	Python
17	MatthewTamYT/Connect-4 Connect 4 is a token game created with Python and module Numpy. Place 4...	13	Experimental	5	Python
18	0xadada/smart-connect-four :video_game: A Connect Four Playing AI Agent: Algorithm and Creation Process	13	Experimental	5	Java
19	nathanbonada/Puissance-4 Unity based Connect 4 game	12	Experimental	—	ShaderLab
20	MuhammedAdelTaha/Connect-Four-AI-Agent Minimax with/without alpha-beta pruning and heuristic evaluation function.	12	Experimental	—	Java
21	troyxdp/AI-Project-ConnectFour A Connect Four agent trained using Reinforcement Learning, specifically Deep...	11	Experimental	—	Python
22	mxjoly/connect-four Try to beat the artificial intelligence in the famous game of connect four.	11	Experimental	—	JavaScript
23	ZANAYU/Connect4-AI Connect 4 AI using minimax, heuristics, and machine learning	11	Experimental	—	Python
24	meatfighter/go-connect-four A command-line Connect Four human-vs-computer program.	10	Experimental	1	Go
25	batux/minimax Artificial Intelligence - Minimax Algorithm with Java	10	Experimental	1	Java
26	jojo2357/Connect-Four-Machine-Learning I know connect 4 is a solved game, but machine learning is interesting	10	Experimental	1	Java
27	e-vdb/connectFour Tkinter implementation of connect Four game	10	Experimental	1	Python
28	qingzhixing/Five_in_a_Row Five in a Row game impelement by Java.Interest makes however make,have fun!	10	Experimental	1	Java