tldr; I attempted to repeat my success with the evolving race cars by using evolutionary algorithms and neural networks to control simulated traffic flow in a segment of Chicago’s streets. The results were… not so great. You can see associated code here. What is this? The tiny ant-like pixels running around above are emulated cars, running through a grid system generated from a rip of a small part of the city of Chicago.