You could use a CNN (either the same CNN with a new regression output, or a different CNN) to output a throttle value (or a brake value), just like we did for steering. Train it based on what it sees the human driver doing. No PID controller.

I love self-driving cars and I work on them at Voyage! https://voyage.auto

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