Robotic object manipulation combines perception with motion planning and control. The system must locate an object, estimate how it can be grasped, move without collision and confirm that the resulting placement satisfies the task.
Household environments are challenging because objects vary in shape, weight, material and position. A general system also needs to interpret descriptions and destinations that may not have been programmed as fixed labels.
Which capabilities are needed for robotic object manipulation?
Useful systems combine object perception, grasp selection, collision-aware motion planning, force or position control and verification of the final state.
Why is moving household objects difficult for a robot?
Objects and surroundings vary, can be fragile or cluttered and may require different grips, paths and safety constraints for each attempt.
