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I would say this still depends on your use-case. Unity provides potentially high visual fidelity for image based learning etc. (like Unreal, for which there is this: https://github.com/code-iai/ROSIntegration ). The physics engine may be a bit simpler than in dedicated simulators to keep real-time > 60Hz up. (Unreal also uses PhysX)
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