Genuine live policy session

Watch the driver decide.

This is not a recording. Your browser is running a fresh Python simulator plus the frozen v1.0 QR-DQN, RLAIF residual, and controller.

Waking the live driver Loading Python and the parity-checked ONNX policy…
Elapsed 00:00.0

What is happening

One real policy decision every 100 ms.

Your browser runs NeonHighwayEnv-v5, forms the exact 33-value observation, and asks the frozen layered policy for one of nine joint steering/pedal actions. No driving state leaves the device.

Policy
V5 QR-DQN + V6 RLAIF + V7/V8 controller
Mode
Endless; automatically restarts after a crash
Scope
Custom simulator only—not real-road autonomy