Operating on single plane
EerieEasy solution: forget about pictures to teach the AI and instead use a self-teaching system such as AlphaZero. Might need a more complex neural network though. But I'd expect totally innovative ways to navigate the city. And maybe the AI gets the hang of hoovering at groin level - just for fun.