[hedgehog]

The neural net that accurately predicts human control inputs also extracts the relevant features you would want to build a more principled autopilot. For example you could take one of these nets and then for build a speed limit sign locator on top of it without training a whole net for that from scratch. Using that you could then hard code the rules for obeying the speed limit into a more traditional planner.