US Patent 10360531 Robot implemented item manipulation

A technology is provided for robot implemented item manipulation. In one example, a method includes analyzing one or more items including a target item for manipulation, using machine vision rules, to identify the target item. When a determination is made that the robot is unable to perform the manipulation, a request may be transmitted requesting human assistance. An electronic response may be received in response to the request which includes an instruction for manipulating the target item. The robot may manipulate the target item using the instruction.