From my point of view the URDF importer and the PhysX ArticulationBody are not scripted that well, that it is easy to randomize models by a user. I tired to find the main issues here and here but didn’t.
I think you have two options
- Write your own controller scripts to get that running.
- Use other (most of them are very expensive) physic engines (e.g. this one)