Please look in to the capabilities of DoD/aerospace simulation technology. It can provide a legitimate digital twin of every model needed. And it can operate in proper real-time in the most complex and loaded scenarios. It is far and away superior to EVERY simulation product in this industry.
I would be glad to provide you proof. (Including a built in RL engine)
Using the Real World is better than Proper Simulation for Autonomous Vehicle Development — NONSENSE