What happens to the AI when it has driven 100 billion miles in the simulator and never been punished for speeding? What happens when it has run 10 million red lights in the safety of the cloud?
If we only taught a self-driving car using real-world road data, it would take centuries. Worse, it would be lethal. To teach a neural network that a child running into the street is bad, you would have to wait for a child to actually run into the street—and hope the car stops in time. That is not engineering; that is gambling. google driving simulator
How do you train for the "once in a lifetime" event, when that event is the only one that matters? The Google Driving Simulator is a digital twin of reality. But unlike a video game like Grand Theft Auto , which is built to be fun, this simulator is built to be miserable . It is a machine designed to generate infinite anxiety for a piece of software. What happens to the AI when it has