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How would a single armed robot handle oversized luggage or luggage with weird centre of mass? Or poorly packed luggage who's centre of mass is shifting?

Say golf club hard shells case where the owner's left a bunch of golf balls in the bottom of one of the pockets. It's difficult to tell that one end's quite a lot heavier then the other until you actually try to pick it up.

At least to me I don't see a good way of handling this edge case. You'd need either a second manipulator, a very fast feedback system, or a way for the weird luggage to be diverted for human intervention.



Great questions and a few answers to various parts of your question that you've mostly identified yourself I think:

- Golf clubs specifically (and most sporting equipment) actually goes down a different pipeline in most airports, since generally this stuff doesn't behave well on conveyor belts.

- Data driven approaches can tell you a lot just from visual information, usually about deformability of objects, but also about expected centers of mass, etc

- Part of the reason we're using single big robots is because you can use heavy duty end-effectors - grasp all the way around the object with a grasp that's predicted to be robust to these kinds of perturbances, and then use quick feedback to safely execute a plan to place it

You're absolutely correct though, that there's a long tail of things coming through and that some objects are very, very difficult. Our problem formulation then becomes identifying confidence in graspability, and deciding explicitly that we shouldn't attempt to grasp some object and should instead flag them for human handling.




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