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I'm working on autonomous off-road vehicles, and while this is (probably) true for autonomous cars, dynamics modeling for wheeled robots on rough terrain is another beast where these approaches could very much help.



Is the issue in the surface modelling? I don't think I've ever seen a physical tire model for loose terrain


People in space robotics have been working on that (moon and mars rovers need to deal with this). Perception is also a bottleneck; you have to see rocks, root, grass, mud and predict the effects on the dynamics.




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