SUMO

A microscopic traffic simulator in which every car, bus, pedestrian and cyclist is represented separately with its own driving behaviour. You can import a real road network from open maps, define signals, demand and routes, and test a change before making it on the ground. It is the leading open tool in the field and is also widely used in autonomous vehicle research.