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If you pass in the circumscribed circle as the inner radius it will be conservative, i.e. plans should be feasible. On the other hand you might loose plans that would work, i.e. it's incomplete.

All this relates to global planners such as NavFn. There are global planners that plan actual trajectories in the configurations space and thus are correct (but usually slower).