deep-snake and Snake-AI

These are ecosystem siblings—both implement snake-playing agents using deep reinforcement learning (Deep Q-Learning) in browser-based JavaScript environments, with one using generic deep learning and the other specifically leveraging TensorFlow.js as the underlying ML framework.

deep-snake
43
Emerging
Snake-AI
31
Emerging
Maintenance 0/25
Adoption 9/25
Maturity 16/25
Community 18/25
Maintenance 0/25
Adoption 3/25
Maturity 16/25
Community 12/25
Stars: 77
Forks: 16
Downloads:
Commits (30d): 0
Language: JavaScript
License: MIT
Stars: 4
Forks: 1
Downloads:
Commits (30d): 0
Language: TypeScript
License: GPL-3.0
Stale 6m No Package No Dependents
Stale 6m No Package No Dependents

About deep-snake

gmamaladze/deep-snake

A snake game trained using simple deep learning implemented in client side javascript.

This project lets you observe how a simple computer program, like a Snake game, can learn to play better right in your web browser. You can watch as the game's "brain" gradually improves, starting from random moves to more strategic ones, all without needing to install anything. It's designed for anyone curious about the basics of how machine learning works in a very visual and immediate way.

deep-learning-demonstration browser-based-ai interactive-learning educational-tech-demo

About Snake-AI

JoseLlorensRipolles/Snake-AI

Play Snake against a Deep Q-Learning agent training on your browser with TensorflowJS

Scores updated daily from GitHub, PyPI, and npm data. How scores work