3D simulator
Drive the simulated track lap after lap and start over after every crash. Most of training happens here, because here failure costs nothing.
Desktop application Free
TopRacer Console
A free download, and where the loop starts. Simulation, training, deployment, and analysis all happen in one window, and all of it runs on your own computer -- no cloud account, no rented compute.
What it does
PPO training, locally
Training runs on your own Windows or macOS machine. The reward curve updates as it goes, so you can see whether the model is improving or stuck.
Model deployment
Send a trained model to a TopRacer Car. Nothing has to be rewritten or converted to make the trip.
Track analysis
Compare lap times and driving paths run to run, and find the corner where it slowed down or started clipping the line.