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 36 connect four game ai frameworks tracked. The highest-rated is gdsc-ipsacademy/Connect-Four-Game at 37/100 with 8 stars.

Get all 36 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.	37	Emerging	8	Python
2	AlexPetrusca/game-ais Collection of minimax AIs for the popular turn-based games: Connect Four,...	31	Emerging	4	Java
3	mukeshmk/connect-4 A multi-agent implementation of the game Connect-4 using MCTS, Minimax and...	30	Emerging	6	Python
4	bl33h/connectFour A program that implements Connect Four with a Python Pygame GUI, supporting...	30	Emerging	2	Python
5	ar-sayeem/connect_four_player_vs_AI A Python implementation of the classic Connect Four game featuring an...	25	Experimental	2	HTML
6	lnishan/TwitchPlaysConnect6 🎳 An audience-sourced Connect6 game hosted on TwitchTV	24	Experimental	5	C++
7	HyrumDickinson/Connect-Four Simple game that runs in the terminal. Computer opponents use the minimax...	23	Experimental	1	Python
8	vmsaif/connect4-with-minimax-algorithm-in-java The program is a digital rendition of Connect 4, where players aim to align...	23	Experimental	3	Java
9	mohamedhassan279/Connect-4 Connect-4 AI agent using minimax with/without alpha-beta pruning	23	Experimental	1	Python
10	x1ew/four-in-row-negamax Artificial Intelligence final project. implementing negamax.	22	Experimental	2	Python
11	arkainoh/Connect4 Connect4 game with AI	22	Experimental	1	Java
12	Wowol/Connect4-AI AI for the Connect 4 game	20	Experimental	6	Python
13	MatthewTamYT/Connect-4 Connect 4 is a token game created with Python and module Numpy. Place 4...	20	Experimental	5	Python
14	batux/minimax Artificial Intelligence - Minimax Algorithm with Java	17	Experimental	1	Java
15	jojo2357/Connect-Four-Machine-Learning I know connect 4 is a solved game, but machine learning is interesting	17	Experimental	1	Java
16	qingzhixing/Five_in_a_Row Five in a Row game impelement by Java.Interest makes however make,have fun!	17	Experimental	1	Java
17	SalahKhadir/JavaFX-Connect4 🎮 A modern JavaFX Connect 4 game with three AI difficulty levels (Easy,...	17	Experimental	—	Java
18	AHMerrill/connect-4 Connect-4 AI using CNN and Transformer models with MCTS, Docker backend, and...	16	Experimental	—	Jupyter Notebook
19	Skchlke/AI-project Connect 4 is a classic two-player strategy game where players take turns...	15	Experimental	1	Python
20	nathanbonada/Puissance-4 Unity based Connect 4 game	14	Experimental	—	ShaderLab
21	MuhammedAdelTaha/Connect-Four-AI-Agent Minimax with/without alpha-beta pruning and heuristic evaluation function.	14	Experimental	—	Java
22	mxjoly/connect-four Try to beat the artificial intelligence in the famous game of connect four.	13	Experimental	—	JavaScript
23	ZANAYU/Connect4-AI Connect 4 AI using minimax, heuristics, and machine learning	13	Experimental	—	Python
24	e-vdb/connectFour Tkinter implementation of connect Four game	12	Experimental	1	Python
25	malaikasattar864/connect-four The game we chose is Connect-Four. Connect Four is a two-player, abstract...	11	Experimental	—	Python
26	lukeharwood11/connect-four-app A reference for a tutorial on integrating AI into applications.	11	Experimental	—	JavaScript
27	zjeffer/connect4-deep-rl Deep reinforcement learning algorithm to solve Connect 4, based on AlphaZero	11	Experimental	—	C++
28	avikj/Connect4AI Connect 4 with AI powered by Monte Carlo Tree Search.	11	Experimental	3	Java
29	LoSiuVincent/connect-four-mcts Engage in the classic Connect Four game enhanced with a robust Monte Carlo...	11	Experimental	—	Python
30	moharamfatema/connect-4-python An advanced version of Connect four game vs. Adversarial search based AI...	11	Experimental	—	Python
31	ARBhosale/angular2-connect4 Connect 4 game implementing negamax, depth-limited search with move ordering.	11	Experimental	—	TypeScript
32	TarikSeyceri/Connect4.ai.js Connect4 v4.0, Is a game developed in four versions, Node.js + AI, Java SE,...	11	Experimental	—	JavaScript
33	JacobAWilkins/Max-Connect-4 Max Connect 4 game in Java that implements an AI opponent who is very...	11	Experimental	—	Java
34	aggarcia3/DeepRow Un sistema multiagente en Jason (AgentSpeak) capaz de jugar al cuatro en...	11	Experimental	—	Java
35	matteoNunz/FourInALine Implementation of the classical 4-in-a-line game	11	Experimental	—	Python
36	Abhishekvaish/connect-4-min-max Connect 4 AI using MinMax Algorithm	10	Experimental	2	JavaScript

Comparisons in this category

Connect-Four-Game and Connect4-AI (37 vs 20) connect-4 and Connect4-AI (30 vs 20) connectFour and connect-4 (30 vs 30) connectFour and Connect4-AI (30 vs 20) connect-4 and connect_four_player_vs_AI (30 vs 25) game-ais and connect4-with-minimax-algorithm-in-java (31 vs 23) connect-4 and Connect-4 (30 vs 23) connect-4 and Connect-Four (30 vs 23) connectFour and connect_four_player_vs_AI (30 vs 25) connect4-with-minimax-algorithm-in-java and Connect4 (23 vs 22)