To Select or not to Select, that is the Question: Distilling Robot Skill Prediction into a Small Ensemble

As robot fleets become more heterogeneous, including humanoids, rovers, quadrupeds, and drones, selecting the right robot for a task becomes a core systems problem. We study robot skill prediction: mapping a natural-language task description to the physical capabilities required to execute it, such ...