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I´m not sure about other simulators, but here are some Gazebo-related links that might be useful:

  • As described in the animate_pose tutorial, you can animate objects without using the physics engine. If you have a model of one or multiple cars, it should be possible to let them move using this mechanism.
  • There has been some work on importing Open Street Map data into Gazebo, code here. I´m not sure how mature and finished this is, though.
  • The driving scenario from the VRC competition as visible in this video is available as part of drcsim (vrc_task_1.world) and might be useful to look at.