Manipulating boxes using a zoned gripper

1. A method comprising:

receiving, at a control system, a minimum box size for a plurality of boxes varying in size, the plurality of boxes located in a walled container, the robot comprising a gripper with a plurality of vacuum suction cups;

dividing, by the control system, a grip area of the gripper into a plurality of zones based on the minimum box size;

locating, by the control system, a set of candidate boxes of the plurality of boxes based on an image from a visual sensor;

for each zone of the plurality of zones, determining, by the control system, an overlap of a respective zone with one or more neighboring boxes to the set of candidate boxes, the neighboring boxes identified by the image from the visual sensor;

determining, by the control system, a grasp pose for a target candidate box of the set of candidate boxes that avoids one or more walls of the walled container; and

executing, by the control system, the grasp pose to lift the target candidate box by the gripper, the gripper activating each zone of the plurality of zones that does not overlap a respective neighboring box to the target candidate box.

2. The method of claim 1 , further comprising, determining, by the control system, that the grasp pose includes minimum coverage of the target candidate box, the minimum coverage corresponding to an area providing suction force sufficient to lift the target candidate box.

3. The method of claim 1 , further comprising determining, by the control system, that a part-presence sensor overlaps with the target candidate box by a sufficient margin, the sufficient margin triggering the part-presence sensor to communicate a presence of the target candidate box.

4. The method of claim 1 , wherein determining the grasp pose for the target candidate box comprises offsetting the grasp pose based on a location of the one or more walls of the walled container.

5. The method of claim 1 , further comprising:

determining, by the control system, that the gripper has lifted the target candidate box a threshold height; and

activating, by the control system, all zones of the gripper.

6. The method of claim 1 , further comprising:

identifying, by the control system, a feature of the walled container to avoid during removal of the target candidate box from the walled container; and

determining, by the control system, a motion path for removal of the target candidate box from the walled container, the motion path avoiding the identified feature of the walled container.

7. The method of claim 1 , wherein the plurality of zones cascade across the plurality of vacuum suction cups of the gripper.

8. The method of claim 1 , wherein the plurality of boxes varying in size correspond to rectilinear objects.

9. The method of claim 1 , wherein the plurality of boxes varying in size corresponds to the plurality of boxes varying in height.

10. The method of claim 1 , wherein the grasp pose corresponds to a position of the gripper defined by a set of vacuum suction cups of the plurality of vacuum suction cups overlapping a top surface of a target candidate box.

11. A robot comprising:

a visual sensor;

a gripper comprising a plurality of vacuum suction cups; and

a control system configured to perform operations comprising:

receiving a minimum box size for a plurality of boxes varying in size, the plurality of boxes located in a walled container;

dividing a grip area of the gripper into a plurality of zones based on the minimum box size;

locating a set of candidate boxes of the plurality of boxes based on an image from the visual sensor;

for each zone of the plurality of zones, determining an overlap of a respective zone with one or more neighboring boxes to the set of candidate boxes, the neighboring boxes identified by the image from the visual sensor;

determining a grasp pose for a target candidate box of the set of candidate boxes that avoids one or more walls of the walled container; and

executing the grasp pose to lift the target candidate box by the gripper to the control system, the grasp pose actuating each zone of the plurality of zones that does not overlap a respective neighboring box to the target candidate box.

12. The robot of claim 11 , wherein the operations further comprise determining that the grasp pose includes minimum coverage of the target candidate box, the minimum coverage corresponding to an area providing suction force sufficient to lift the target candidate box.

13. The robot of claim 11 , wherein the operations further comprise determining that a part-presence sensor overlaps with the target candidate box by a sufficient margin, the sufficient margin triggering the part-presence sensor to communicate a presence of the target candidate box.

14. The robot of claim 11 , wherein determining the grasp pose for the target candidate box comprises offsetting the grasp pose based on a location of the one or more walls of the walled container.

15. The robot of claim 11 , wherein the control system is further configured to:

lift the target candidate box by a threshold height; and

activate all zones of the gripper.

16. The robot of claim 11 , wherein the operation further comprise:

identifying a feature of the walled container to avoid during removal of the target candidate box from the walled container; and

determining a motion path for removal of the target candidate box from the walled container, the motion path avoiding the identified feature of the walled container.

17. The robot of claim 11 , wherein the plurality of zones cascade across the plurality of vacuum suction cups of the gripper.

18. The robot of claim 11 , wherein the plurality of boxes varying in size correspond to rectilinear objects.

19. The robot of claim 11 , wherein the plurality of boxes varying in size corresponds to the plurality of boxes varying in height.

20. The robot of claim 11 , wherein the grasp pose corresponds to a position of the gripper defined by a set of vacuum suction cups of the plurality of vacuum suction cups overlapping a top surface of a target candidate box.