Board Game AI ML Frameworks

AI implementations for classic turn-based board games (Reversi/Othello, Gomoku) using algorithms like Minimax, Alpha-Beta pruning, and MCTS. Does NOT include video games, real-time strategy games, or general game theory frameworks.

There are 70 board game ai frameworks tracked. The highest-rated is Scriptim/Abalone-BoAI at 47/100 with 11 stars.

Get all 70 projects as JSON

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

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

#	Framework	Score	Tier	Stars	Language
1	Scriptim/Abalone-BoAI A Python implementation of the board game Abalone intended to be played by...	47	Emerging	11	Python
2	in-op/GameAI Various C# implementations of game AI	44	Emerging	93	C#
3	arminkz/Reversi Artificial intelligence of the Reversi / Othello	42	Emerging	82	Java
4	Zolomon/reversi-ai A text based python implementation of the Reversi game with an artificial...	41	Emerging	36	Python
5	VelbazhdSoftwareLLC/IthakaBoardGame Ithaka board game is played on a four by four square grid with three pieces...	39	Emerging	11	Java
6	danijelaskov/expectiminimax-backgammon A 2D JavaFX implementation of one of the most popular and old board games....	39	Emerging	27	Java
7	James-QiuHaoran/Othello Othello game (versus computer AI agent) implemented in Python. Try to see...	37	Emerging	10	Python
8	anubhavshrimal/Chess-AI A Java Project which implements playing chess with the computer which uses...	37	Emerging	14	Java
9	eigenfoo/otto-othello Othello/Reversi AI - minimax search with alpha beta pruning	36	Emerging	10	C++
10	neoski/marienbad Marienbad-game (called also NIM) coded in C language with 3 AI lvl (easy,...	35	Emerging	6	C
11	joansalasoler/oware Home of Aalina, one of the strongest Oware AI engines out there. Plays the...	35	Emerging	8	Java
12	ahmetkasif/kmaxit Remake of Maxit Game using LibGDX (Outdated, will rebuild when i get some free-time)	34	Emerging	10	Java
13	sheiiva/gomoku This repository contains Epitech AIA Project (Class 2023).	32	Emerging	2	Python
14	donkirkby/shibumi-games Play board games that use the Shibumi system of marbles stacked on a 4x4 board	31	Emerging	2	Python
15	RodneyShag/Othello An advanced AI to play the 2-player board game Othello	28	Experimental	8	Java
16	raulgonzalezcz/Connect4-AI-Java Example of MinMax Algorithm to implement a game in Java	25	Experimental	1	Java
17	JiachenRen/Gomoku Source code for Grandmaster - a Gomoku/Gobang/Five in a Row AI based on...	25	Experimental	6	Swift
18	Elilgo324/ZeroHex Humanized Hex Agents	25	Experimental	6	Java
19	tq3940/Expectiminimax-Backgammon 基于 Expectiminimax 的西洋双陆棋博弈，参考了alexandremartens 、chanddu等大佬的有关项目	23	Experimental	3	Python
20	GreatGBL/Artificial-Intelligence-play-Gomuku Artificial Intelligence with Gomuku	23	Experimental	4	Java
21	AhmadDandeh/AI-Algorithms-Lab A specialized laboratory for AI algorithms and data mining, featuring...	22	Experimental	—	Java
22	marcluque/Reversi-AI An AI for a modified Reversi version. The AI works with a game server that...	21	Experimental	10	Java
23	Parsa-Saeednia/ai-evolutionary-adversarial-search Genetic Algorithm–based optimization of Fourier series coefficients for...	21	Experimental	—	Jupyter Notebook
24	djoleant/Domineering AI in game Domineering	21	Experimental	1	Python
25	MarcFranke/Nim-Game Vanilla JS Nim game variant. Hands-on ML intro for high school students.	21	Experimental	—	JavaScript
26	Sagarnandeshwar/Colosseum_Survival_with_AI Artificial Intelligence (COMP 424) Project	21	Experimental	1	Python
27	KDevZilla/KReversi Reversi game written in c#	19	Experimental	3	C#
28	abt8601/NCTU-2021spring-AI-final Final project of the course Introduction to Artificial Intelligence of NCTU	19	Experimental	4	Python
29	mickahell/quantum_Nim-game Quantum version of the classical Nim game. An automatic opponent allows to...	19	Experimental	4	Jupyter Notebook
30	RdecKa/0xAI Code for my bachelor thesis "Using Monte Carlo tree search and machine...	18	Experimental	2	Go
31	Ahmed-M-Aboutaleb/AI-2025-Gomoku An Intelligent Gomoku Player using the Minimax Algorithm, Alpha-Beta...	18	Experimental	2	Python
32	fz-zsl/Reversed-Reversi SUSTech CS311 Artificial Intelligence (H, Spring 2024) Project 1	18	Experimental	2	Python
33	franciscomarcello17/grupo-estudos-voluntario-ia-tictactoe-machine-learnig Projeto desenvolvido em um grupo de estudos voluntário com foco em...	17	Experimental	—	HTML
34	ayoubdlf/Othello Othello/Reversi game with AI strategies: Minimax, Alpha-Beta Pruning, and...	17	Experimental	—	Java
35	thi8v/0the Othebot integrate an Artificial Intelligence "Deep Q-Learning" on the Othello game.	17	Experimental	1	Rust
36	ReconGit/go-othello-ai MCTS and Minimax Alpha-beta pruning for Othello/Reversi in Golang with benchmark	17	Experimental	1	Go
37	parissalonikios19-star/reversi-java-ai Java implementation of Reversi with Minimax algorithm and Alpha-Beta pruning.	14	Experimental	1	Java
38	Hassan-khan-5535/Othello-Reversi A strategic Othello (Reversi) game engineered with JavaFX and OOP...	13	Experimental	—	Java
39	H1W0XXX/hexxagon go实现的棋类游戏 Hexxagon 疯狂跳棋征服六边形水晶棋	13	Experimental	—	Go
40	ReconGit/py-othello-ai MCTS and Minimax Alpha-beta pruning for Othello/Reversi in Python with benchmark	13	Experimental	—	Python
41	vecva/tic_tac_toe A versatile Tic-tac-toe game featuring advanced AI strategies, including...	13	Experimental	—	Rust
42	Somnibyte/Othello-AI-Game Othello AI Game	12	Experimental	7	Java
43	elshorbagyx/gobblet-ai-player AI player for Gobblet Game using MiniMax algorithm with alpha-beta pruning...	11	Experimental	—	Python
44	aland96/OthelloRLplayer A Reinforcement learning player for the Othello or Reversi game.	11	Experimental	3	Jupyter Notebook
45	y1m1ng1in/gothello A python implementation of chess game Gothello	11	Experimental	—	Java
46	mathcrin/Othello_IA Projet Etudiant de fondement de l'IA avec un algorithme Min-Max (α-β)...	11	Experimental	—	Java
47	wilomgfx/go-skynet Learning go and recreating a school lab i did in game artificial...	11	Experimental	—	Go
48	Siddhipatade/NIM-GAME Nim is a mathematical game of strategy in which two players take turns...	11	Experimental	3	Python
49	abtsousa/minimax-go A module that implements an artificial intelligence agent using Minimax in Go.	11	Experimental	—	Go
50	jonah-ernest/othello-game-tree-search-agent Adversarial game-playing agent for Othello using minimax, alpha-beta...	11	Experimental	—	Python
51	RTHKKona/RegoAI An artificial intelligence that plays four-player Blokus© with algorithms...	11	Experimental	—	—
52	ShreyansPatell/Artificial_Intelligence_Morris_Game_Variant In this project, we develop a player logic for a variant of the Morris game...	11	Experimental	—	C++
53	SavinRazvan/nim Develop an AI using Q-learning to master Nim. The AI learns optimal...	11	Experimental	—	Jupyter Notebook
54	amndalsr/JogoDaVelha_InteligenciaArtificial Implementação de uma subclasse (JogadorHogwarts) para competição em um jogo...	11	Experimental	—	Java
55	abhishek-inamdar/fanorona Fanorona Game	11	Experimental	—	Java
56	senseoverflow/tris-game Simple Tris Game with Kryo for read and write tree nodes to/from file(s).	11	Experimental	—	Java
57	ReconGit/rust-othello-ai MCTS and Minimax Alpha-beta pruning for Othello/Reversi in Rust with benchmark	11	Experimental	—	Rust
58	viktor-grunwaldt/reversi Reversi cli engine written for my AI class using a minimax variant. (UWr...	11	Experimental	—	Rust
59	LeonardoVal/ludorum-game-connect4.js Connect Four board game implementation for Ludorum.	11	Experimental	—	JavaScript
60	niedobam/ttc-minimax Game of Tic-Tac-Toe with AI solver based on Minimax algorithm with...	11	Experimental	—	Rust
61	RezzaMir/Artificial-Intelligence-Game-of-Nim Nim is a mathematical game of strategy in which two players take turns...	11	Experimental	—	Python
62	HoangTran0410/Reversi-mcts Reversi (Othello) AI game in C#. Using Monte Carlo Tree Search algorithm AND...	11	Experimental	4	C#
63	EliaFantini/Q-NIM-ai-learns-to-play-Nim-using-standard-and-deep-Q-Learning Reinforcement Learning: Q-Learning and Deep Q-Learning to train artificial...	11	Experimental	3	Jupyter Notebook
64	malikmalikayesha/Reversi Interactive Reversi AI game featuring Hill Climbing and Minimax algorithms...	11	Experimental	2	Python
65	mathias-kinninkpo/morabaraba-game Morabaraba implemented in python as part of the MIFY Artificial Intelligence...	10	Experimental	2	Python
66	Owen2284/BlancheNoire An Othello AI project, featuring custom players, a graphical user interface,...	10	Experimental	2	Java
67	stogiannidis/Reversi-AI-game Reversi console game using the minimax algorithm	10	Experimental	2	Java
68	pfmonville/Hasami-Shogi Projet d'intelligence artificielle de fin de troisième année de licence de...	10	Experimental	2	Java
69	Amirsorouri00/AIReversie-Othello This Project belongs to the course Artificial Intelligence, given by the...	10	Experimental	2	Java
70	hassanshehzad1/Games-Of-Bones Game of Bones is a Python strategy game where two players (human vs AI) take...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

Reversi and Othello (42 vs 28) otto-othello and Othello (36 vs 28)