snakeia and deep-snake
Both projects are independent implementations of reinforcement learning-based Snake AI using client-side JavaScript, making them direct competitors that solve the same problem with similar deep learning approaches rather than complementing each other.
About snakeia
Eliastik/snakeia
A modern Snake game featuring an artificial intelligence powered by Deep Q-Learning (TensorFlow.js). Written in pure, object-oriented JavaScript, with a 3D rendering engine powered by Three.js.
This project offers a modern take on the classic Snake game, enhanced with various artificial intelligence players. You can play solo against different AI difficulties, watch multiple AIs battle it out in a Battle Royale, or even play online with others. It takes your input (or AI algorithms) and outputs an engaging game experience, perfect for anyone interested in observing or interacting with AI in a familiar game setting.
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.
Related comparisons
Scores updated daily from GitHub, PyPI, and npm data. How scores work