Snake Game AI ML Frameworks

AI agents trained to play the classic Snake game using various machine learning approaches (reinforcement learning, neural networks, genetic algorithms, pathfinding). Does NOT include other game AI, general game development, or non-game reinforcement learning applications.

There are 56 snake game ai frameworks tracked. 1 score above 50 (established tier). The highest-rated is chynl/snake at 60/100 with 1,757 stars. 1 of the top 10 are actively maintained.

Get all 56 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	chynl/snake Artificial intelligence for the Snake game.	60	Established	1,757	Python
2	Eliastik/snakeia A modern Snake game featuring an artificial intelligence powered by Deep...	49	Emerging	7	JavaScript
3	ZYunfeii/DRL4SnakeGame Using deep reinforcement learning to play Snake game(贪吃蛇).	37	Emerging	82	Python
4	gmamaladze/deep-snake A snake game trained using simple deep learning implemented in client side...	36	Emerging	77	JavaScript
5	italohdc/LearnSnake 🐍 AI that learns to play Snake using Q-Learning (Reinforcement Learning)	36	Emerging	67	JavaScript
6	hayderkharrufa/snake_pathfinding_ai AI plays snake game using BFS (Breadth-First Search) algorithm.	36	Emerging	42	Python
7	opendilab/DI-sheep 羊了个羊 + 深度强化学习（Deep Reinforcement Learning + 3 Tiles Game)	32	Emerging	489	Python
8	7enTropy7/Serpinco_ A Deep Q Network A.I agent that plays the old classic Nokia Snakes Game!	32	Emerging	11	Python
9	arthurdjn/snake-reinforcement-learning Genetic Algorithm and Neural Network for the snake game.	31	Emerging	23	Python
10	voaneves/snake-on-pygame Snake game implemented in Pygame that can be controlled by human input and...	29	Experimental	11	Python
11	cfoh/snake-game Playing snake game using machine learning (Q-Learning, DQN, SARSA)	29	Experimental	15	Python
12	zonetti/snake-neural-network An experiment with neural network and genetic algorithms	29	Experimental	72	JavaScript
13	aryaminus/srijana A C++ and Opengl based game to draw a window leading to snake which runs on...	28	Experimental	9	C++
14	liquidcarrot/example.snake.AI Using neuro-evolution to play Snake! ♥	26	Experimental	7	JavaScript
15	Aff54/Reinforcement-learning-applied-to-Liar-s-dice Trying to train agents to play Liar's dice with DDQN and masking.	25	Experimental	3	Python
16	blayyyyyk/snake-ml Training a custom machine learning model to play n-dimensional games of...	25	Experimental	2	TypeScript
17	JoseLlorensRipolles/Snake-AI Play Snake against a Deep Q-Learning agent training on your browser with TensorflowJS	24	Experimental	4	TypeScript
18	AlbertoLanaro/geneticSnakeANN Self learning snake with ANN-based genetic algorithm	23	Experimental	6	Python
19	ZaqueuCavalcante/SnAIke 🐍 Artificial Inteligence plays Snake Game.	23	Experimental	2	JavaScript
20	GoldenApplePie404/DQN-SnakeAI 基于DQN打造的贪吃蛇游戏智能体	23	Experimental	1	Python
21	Monce-AI/algorithmeai-snake Snake — SAT-based explainable classifier. Shannon MI feature selection, 30...	22	Experimental	—	Python
22	Anroshka/snake-ai 🐍 A Snake game AI that learns to play through Deep Q-Learning. Built with...	21	Experimental	15	Python
23	Morph21/Snake-AI-Neural-Network Snake AI based on neutral networks and population + mutation	20	Experimental	1	Java
24	Eng-AhmedAyman/Neon-Snake-World A modern, object-oriented Snake game built with Python & Pygame. Featuring...	19	Experimental	—	Python
25	pawel-kieliszczyk/snake-reinforcement-learning AI (A2C agent) mastering the game of Snake with TensorFlow 2.0	18	Experimental	41	Python
26	ShouChenICU/Snake-RL Train your own AI to master Snake using Deep Reinforcement Learning - right...	16	Experimental	1	TypeScript
27	RolandoAndrade/ia-snake Red neuronal simple que aprende a jugar la culebrita siendo optimizada por...	15	Experimental	6	JavaScript
28	RIMYA/AI-SnakeGame Training snake using different Artificial Intelligence algorithms (A-STAR,...	15	Experimental	2	Python
29	RuralAnemone/snek gonna make a full-on ai for Code Your Snake...	15	Experimental	2	JavaScript
30	zmh-program/ai-snake AI snake game using Pytorch and Numpy (old-version using Pygame).	14	Experimental	11	Python
31	LordCarvell/snake-ai Snake game where a neural network learns to play. Genetic algorithm, live...	14	Experimental	—	Python
32	tanvirtin/snake-neural-networks Neural Network learning algorithm comparison using a classic game of Snake!	14	Experimental	10	Python
33	ictor862/Snake-Challenge 🐍 Play a classic Snake game built with HTML, CSS, and JavaScript. Guide your...	14	Experimental	—	JavaScript
34	matin-ghorbani/Snake-AI-Deep-QLearning Implement a snake AI with deep Q learning using PyTorch	14	Experimental	9	Python
35	K3ury99/AI-Powered-Snake-Game The AI-Powered-Snake-Game offers two versions of Snake: a classic manual...	13	Experimental	5	Python
36	tashakim/neural-network-games A collection of game-beating neural networks	13	Experimental	5	Java
37	Ta-Pc/AI-Snake-Game AI-powered Snake game in Python, demonstrating various search algorithms...	13	Experimental	2	Python
38	me0w00f/Big-Ball-Swallows-Small-Ball 🎮 Big Ball Swallows Small Ball - An addictive arcade game with AI support....	13	Experimental	7	Python
39	kevin-r-jordan/snake-ml-vision Using ML.NET, Unity, and a webcam to play the classic game, Snake.	12	Experimental	4	C#
40	miedzinski/snake Snake AI	12	Experimental	3	Rust
41	dfop02/Snake-game-with-deep-learning-js A javascript snake game with deep learning application	12	Experimental	4	JavaScript
42	muzafferkadir/snake-learn-to-play Snake learns to play. A reinforcement learning-based AI that learns to play...	12	Experimental	16	Python
43	Jovinull/Snake-IA Snake Game AI é um projeto que utiliza Deep Q-Learning para treinar uma IA...	12	Experimental	1	Python
44	SebAs-man/ViperVision A classic Snake game implemented in Java using the Processing library....	12	Experimental	1	Java
45	gihudo/Every-way-to-beat-a-snake-game The "Every Way to Beat a Snake Game" project is a repository on GitHub that...	11	Experimental	2	Python
46	hanessn1/Little-Big-Snake Snake is an arcade game where the player maneuvers the end of a growing...	11	Experimental	—	Jupyter Notebook
47	dharsan19/Snake_Game_AI_Pytorch Ai Mini project - Snake game using pytorch	11	Experimental	—	Python
48	d4niee/DeepQLearning-SnakeGame This project implements an AI that learns the Snake game through Deep...	11	Experimental	—	Python
49	petit-citrus/SnakeMachine A python project who creates a snake on which the computer learns to play...	11	Experimental	2	Python
50	makhskham/AI-Snake-Game Implementing diverse AI algorithms for autonomous play in the classic Snake Game.	11	Experimental	—	Python
51	kolyshek/snake The classic snake game with the ability to give control to artificial intelligence	10	Experimental	1	C++
52	byrnesy924/Yahtzee_Deep_Learning_Agent This project is a Double Deep Q learning Agent that learns to play the dice...	10	Experimental	1	Python
53	abelaich/YAMS-Reinforcement-Learning-Project Develop RL agents capable of playing the Yahtzee game optimally and...	10	Experimental	1	Python
54	rafi1114/AI-playing-Snake-using-RL This project demonstrates a reinforcement learning agent that plays the...	10	Experimental	1	Python
55	PhoenixR49/snake-game-ai An AI built in JavaScript that plays snake	10	Experimental	1	JavaScript
56	ShivamGupta92/Reinforcement_learning_SnakeGameAI Deep Q-Networks (DQN) to train an AI agent to play the Snake game. The AI...	10	Experimental	1	Python

Comparisons in this category

snake and DRL4SnakeGame (60 vs 37) snake and snake-neural-network (60 vs 29) snake and LearnSnake (60 vs 36) snake and snake_pathfinding_ai (60 vs 36) snake and snake-reinforcement-learning (60 vs 31) snake and snake-game (60 vs 29) snake and Serpinco_ (60 vs 32) snake and snake-on-pygame (60 vs 29) snake and snakeia (60 vs 49) snake and example.snake.AI (60 vs 26)