2026
GRITS: A Spillage-Aware Guided Diffusion Policy for Robot Food Scooping Tasks
ICRA 2026poster
Robotic food scooping is a critical manipulation skill for food preparation and service robots. However, existing robot learning algorithms, especially learn-from-demonstration methods, still struggle to handle diverse and dynamic food states, which often results in spillage and reduced reliability.…