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Are the motion primitives themselves not smooth or just the resulting path which is composed of the motions?

In terms of motion primitive design, you may consider reading this: M. Pivtoraiko and A. Kelly, "Generating near minimal spanning control sets for constrained motion planning in discrete state spaces"

I'd like to look into the error you're getting when replanning often....are you using ARA* or AD*?