I wonder what the model of survival is for Uber's regional competition like Didi and Ola. I can't speak for China, but driving in India is way way difficult than in the US.

BDs controllers were/are all hand-tuned using good old convex optimization. Good luck getting fancy 'Deep-RL' to work on these without multiple man years tweaking every little knob in the cost function and the algorithm.