II. THE AMAZON PICKING CHALLENGE
In the Amazon Picking Challenge, the task consists of
autonomously picking twelve out of 25 objects (Fig. 2) from
a warehouse shelf and placing them into a storage container
(Fig. 1) within 20 minutes. The robot has knowledge of which
objects are contained in each of the shelf’s twelve bins, but
not of their exact arrangement inside the bin