Skip to content
shiva.wm
--:--

apex

a car that teaches itself to drive

activemachine learning2026 — present

A hands-on reinforcement-learning playground in which a 2D car learns to drive from scratch. Draw a track, train a neural network directly on the game's physics, watch it improve lap after lap — then take the wheel and race it yourself. The whole pipeline, from raw vehicle physics to a trained driving policy, in a single self-contained project.

stack
PythonReinforcement LearningNeural Networks