It seems to require training on a static environment before it can actually execute and drive the race track, is that true? If so, wonder how long time / how much resources the training would require.

I first was under the impression that the entire thing was executed in real-time with onboard sensors and computer, but seems that's not entirely true if I understand it correctly.