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 57 snake game ai frameworks tracked. 2 score above 50 (established tier). The highest-rated is chynl/snake at 64/100 with 1,757 stars. 1 of the top 10 are actively maintained.

Get all 57 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	chynl/snake Artificial intelligence for the Snake game.	64	Established	1,757	Python
2	Eliastik/snakeia A modern Snake game featuring an artificial intelligence powered by Deep...	53	Established	7	JavaScript
3	ZYunfeii/DRL4SnakeGame Using deep reinforcement learning to play Snake game(贪吃蛇).	44	Emerging	82	Python
4	italohdc/LearnSnake 🐍 AI that learns to play Snake using Q-Learning (Reinforcement Learning)	43	Emerging	67	JavaScript
5	gmamaladze/deep-snake A snake game trained using simple deep learning implemented in client side...	43	Emerging	77	JavaScript
6	hayderkharrufa/snake_pathfinding_ai AI plays snake game using BFS (Breadth-First Search) algorithm.	43	Emerging	42	Python
7	opendilab/DI-sheep 羊了个羊 + 深度强化学习（Deep Reinforcement Learning + 3 Tiles Game)	39	Emerging	489	Python
8	7enTropy7/Serpinco_ A Deep Q Network A.I agent that plays the old classic Nokia Snakes Game!	39	Emerging	11	Python
9	arthurdjn/snake-reinforcement-learning Genetic Algorithm and Neural Network for the snake game.	38	Emerging	23	Python
10	voaneves/snake-on-pygame Snake game implemented in Pygame that can be controlled by human input and...	36	Emerging	11	Python
11	zonetti/snake-neural-network An experiment with neural network and genetic algorithms	36	Emerging	72	JavaScript
12	cfoh/snake-game Playing snake game using machine learning (Q-Learning, DQN, SARSA)	36	Emerging	15	Python
13	aryaminus/srijana A C++ and Opengl based game to draw a window leading to snake which runs on...	35	Emerging	9	C++
14	liquidcarrot/example.snake.AI Using neuro-evolution to play Snake! ♥	33	Emerging	7	JavaScript
15	blayyyyyk/snake-ml Training a custom machine learning model to play n-dimensional games of...	32	Emerging	2	TypeScript
16	JoseLlorensRipolles/Snake-AI Play Snake against a Deep Q-Learning agent training on your browser with TensorflowJS	31	Emerging	4	TypeScript
17	AlbertoLanaro/geneticSnakeANN Self learning snake with ANN-based genetic algorithm	30	Emerging	6	Python
18	Anroshka/snake-ai 🐍 A Snake game AI that learns to play through Deep Q-Learning. Built with...	28	Experimental	15	Python
19	GoldenApplePie404/DQN-SnakeAI 基于DQN打造的贪吃蛇游戏智能体	27	Experimental	1	Python
20	pawel-kieliszczyk/snake-reinforcement-learning AI (A2C agent) mastering the game of Snake with TensorFlow 2.0	25	Experimental	41	Python
21	Aff54/Reinforcement-learning-applied-to-Liar-s-dice Trying to train agents to play Liar's dice with DDQN and masking.	24	Experimental	3	Python
22	Morph21/Snake-AI-Neural-Network Snake AI based on neutral networks and population + mutation	22	Experimental	1	Java
23	RolandoAndrade/ia-snake Red neuronal simple que aprende a jugar la culebrita siendo optimizada por...	22	Experimental	6	JavaScript
24	RIMYA/AI-SnakeGame Training snake using different Artificial Intelligence algorithms (A-STAR,...	22	Experimental	2	Python
25	Monce-AI/algorithmeai-snake Snake — SAT-based explainable classifier. Shannon MI feature selection, 30...	22	Experimental	—	Python
26	tanvirtin/snake-neural-networks Neural Network learning algorithm comparison using a classic game of Snake!	21	Experimental	10	Python
27	matin-ghorbani/Snake-AI-Deep-QLearning Implement a snake AI with deep Q learning using PyTorch	21	Experimental	9	Python
28	Eng-AhmedAyman/Neon-Snake-World A modern, object-oriented Snake game built with Python & Pygame. Featuring...	21	Experimental	—	Python
29	zmh-program/ai-snake AI snake game using Pytorch and Numpy (old-version using Pygame).	21	Experimental	11	Python
30	tashakim/neural-network-games A collection of game-beating neural networks	20	Experimental	5	Java
31	Ta-Pc/AI-Snake-Game AI-powered Snake game in Python, demonstrating various search algorithms...	20	Experimental	2	Python
32	me0w00f/Big-Ball-Swallows-Small-Ball 🎮 Big Ball Swallows Small Ball - An addictive arcade game with AI support....	20	Experimental	7	Python
33	muzafferkadir/snake-learn-to-play Snake learns to play. A reinforcement learning-based AI that learns to play...	19	Experimental	16	Python
34	kevin-r-jordan/snake-ml-vision Using ML.NET, Unity, and a webcam to play the classic game, Snake.	19	Experimental	4	C#
35	dfop02/Snake-game-with-deep-learning-js A javascript snake game with deep learning application	19	Experimental	4	JavaScript
36	gihudo/Every-way-to-beat-a-snake-game The "Every Way to Beat a Snake Game" project is a repository on GitHub that...	18	Experimental	2	Python
37	petit-citrus/SnakeMachine A python project who creates a snake on which the computer learns to play...	18	Experimental	2	Python
38	ShouChenICU/Snake-RL Train your own AI to master Snake using Deep Reinforcement Learning - right...	18	Experimental	1	TypeScript
39	rafi1114/AI-playing-Snake-using-RL This project demonstrates a reinforcement learning agent that plays the...	17	Experimental	1	Python
40	byrnesy924/Yahtzee_Deep_Learning_Agent This project is a Double Deep Q learning Agent that learns to play the dice...	17	Experimental	1	Python
41	ShivamGupta92/Reinforcement_learning_SnakeGameAI Deep Q-Networks (DQN) to train an AI agent to play the Snake game. The AI...	17	Experimental	1	Python
42	abelaich/YAMS-Reinforcement-Learning-Project Develop RL agents capable of playing the Yahtzee game optimally and...	17	Experimental	1	Python
43	Jovinull/Snake-IA Snake Game AI é um projeto que utiliza Deep Q-Learning para treinar uma IA...	14	Experimental	1	Python
44	LordCarvell/snake-ai Snake game where a neural network learns to play. Genetic algorithm, live...	14	Experimental	—	Python
45	ictor862/Snake-Challenge 🐍 Play a classic Snake game built with HTML, CSS, and JavaScript. Guide your...	13	Experimental	—	JavaScript
46	d4niee/DeepQLearning-SnakeGame This project implements an AI that learns the Snake game through Deep...	13	Experimental	—	Python
47	hanessn1/Little-Big-Snake Snake is an arcade game where the player maneuvers the end of a growing...	13	Experimental	—	Jupyter Notebook
48	dharsan19/Snake_Game_AI_Pytorch Ai Mini project - Snake game using pytorch	13	Experimental	—	Python
49	makhskham/AI-Snake-Game Implementing diverse AI algorithms for autonomous play in the classic Snake Game.	13	Experimental	—	Python
50	Abhijith14/SnakeGame-ML AI paying Snake Game using Reinforcement Learning - Python	13	Experimental	11	Python
51	saranggalada/Snake-Reinforcement_Learning The classic arcade game Snake played using Reinforcement Learning...	11	Experimental	—	Python
52	PatrickKoss/Snake Simple implementation of a Snake Web app	11	Experimental	—	JavaScript
53	StarlitDreams/pacman-convolutional-q-learning This project implements a Deep Q-Network (DQN) using PyTorch to train an...	11	Experimental	—	Python
54	cve-mohd/snakeai A snake game that is controlled by a neural network and trained using a...	11	Experimental	—	Python
55	liliansteven/Building-An-Artificial-Intelligence-Snake-Game-in-Python A* Algorithm for the snake game.	10	Experimental	2	Python
56	leogaudin/Learn2Slither 42 · An introduction guide to reinforcement learning, teaching a snake how...	10	Experimental	2	Python
57	DwiDevelopes/Metode-Deeplearning-Snake-Visualisasi Metode Algoritma And Code Deeplearning Snake Visualisasi	10	Experimental	2	JavaScript

Comparisons in this category

snake and DRL4SnakeGame (64 vs 44) snake and snake-neural-network (64 vs 36) snake and LearnSnake (64 vs 43) snake and snake_pathfinding_ai (64 vs 43) snake and snake-reinforcement-learning (64 vs 25) snake and snake-reinforcement-learning (64 vs 38) snake and snake-game (64 vs 36) snake and snake-ai (64 vs 28) snake and Serpinco_ (64 vs 39) snake and snake-on-pygame (64 vs 36)