Project Group/Seminar/Lab Report:
Putting Things on a Table Efficiently
                                                      Lola Learnalot
                                                     Mat. Nr.: 1234567
                                                      January 16, 2021
                               Figure 1: The robot as a means to put things on tables efficiently.
Abstract                                                             3      Methodology
Every day we pick things up from the ground and put them             We will now discuss our novel approach in detail.
on tables. Despite the ubiquitous presence of this task, this
problem does not have a sufficiently optimized solution yet.         3.1     Robot
In this report, we will explore the usage of robotics in order
                                                                     The base of the robot is a cube with wheels. In order to be
to make putting things on tables more efficient.
                                                                     able to grab things, it also has a robotic arm. At the end of
                                                                     the arm is a robotic hand with three fingers. The complete
1    Introduction                                                    robot can be seen in Figure 1, while the single parts of the
Everyone has to put something on a table at some point.              robot are depicted in Figure 2.
However, picking things up is quite a tedious task. Reducing
the effort needed to do this would make everyone’s life much         3.2     Algorithm
easier.                                                              The algorithm is very simple and consists of the following
   We will introduce a novel robot to tackle this problem in         steps:
a much more efficient way. The efficiency is assessed in a
thorough evaluation.                                                     1. Grab something using the pickup() function
2    Related Work                                                        2. Move arm to table
The work of First and Second (2014) and others (Third,
2015) is fundamental in this research area. They show how                3. Open hand with open_hand()
difficult it can be to pick things up and put them on a table.
   All of these approaches work, but none of them is as              Due to our efficient implementation, the algorithms run time
efficient as ours, as can be seen in Section 4.                      complexity is in O(n log n).
                                                                 1
                        (a) The robots body.                                           (b) The robots arm.
                                   Figure 2: The different components of the proposed robot.
      Data sets              avg. speed        avg. error            which are novices and some of which are experts in putting
                                                                     things on tables. Table 1 shows the average pickup speed of
      Robot                       125.1              2.2             our test subjects compared to the pickup speed of our robot.
      Human                        87.4              2.1                During our experiments we discovered, that people being
                                                                     supported by our robot are happier than people, who have to
       Table 1: Pickup speed and error comparison.                   grab their stuff themselves. This is qualitatively evaluated in
                                                                     Figure 3.
                                                                     5    Future Work
                                                                     While our robot is already able to outperform most of our
                                                                     test subjects in a fully autonomous manner, it still can be
                                                                     improved with respect to the mobility. Right now, due to the
                                    Tears                            small wheels, it is not suited in situation with a potentially
                                                                     very bumpy ground, e.g. gardening.
               Robotic Support
                                                                     6    Conclusion
                                                                     We have developed a novel robotic solution to the problem
                                    No Tears                         of picking things up and putting them on a table. Despite
                                                                     the shortcomings described in Section 5, we still believe
                                                                     in widespread usage of the presented robot within the next
                                                                     decade.
Figure 3: Qualitative assessment of emotional changes
during the period of robotic support.
4    Evaluation
In order to find out, how useful the proposed robot is in
reality, I will do a user study with 500 participants, some of