README.md

metadata

title: Neuron Runner
emoji: 🧠
colorFrom: blue
colorTo: purple
sdk: static
pinned: false
license: mit
short_description: RL neural net learns a platformer in real time

Neuron Runner

By cahlen | GitHub

A neural network learns to play a 2D platformer in real time, entirely in the browser.

• CoFrNet (default) — continued-fraction network (Puri et al., NeurIPS 2021): parallel ladders of nested fractions with a dedicated ladder-rung visualization and feature-attribution panel
• MLP — classic two-layer perceptron with live node-and-edge activation visualization
• REINFORCE policy-gradient training, running live via TensorFlow.js (WebGPU / CPU)
• Three.js Mario-themed game renderer