Robot motion planning and control in real-world settings is hindered, in part, by uncertainty. Dealing with uncertainty is a difficult problem because it invalidates the performance guarantees often available in deterministic cases, while its precise effect on motion cannot be predicted. Further, (autonomous) robot performance often emerges through the interaction of multiple components, mainly including...