Powder transfer task using demonstration-guided motion planning

In unstructured environments such as people's homes, robots executing a task might need to avoid obstacles while satisfying the task's motion constraints. In this video, a robot completes a powder transfer task using demonstration-guided motion planning, an approach that combines an asymptotically-optimal sampling-based motion planner with a learned cost metric which encodes the task constraints.