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Robot programming by non-experts : Intuitiveness and robustness of One-Shot robot programming

Titelangaben

Orendt, Eric M. ; Fichtner, Myriel ; Henrich, Dominik:
Robot programming by non-experts : Intuitiveness and robustness of One-Shot robot programming.
In: 25th IEEE International Symposium on Robot and Human Interactive Communication : (RO-MAN). - New York , 2016 . - S. 192-199
ISBN 9781509039296
DOI: https://doi.org/10.1109/ROMAN.2016.7745110

Abstract

General purpose robots are established tools in a variety of industrial applications. Current household robots, however, are limited in capabilities and purpose. One reason for this is the programming effort required to utilize a general purpose robot. A popular strategy to reduce programming effort is Programming by Demonstration (PbD). Usually PbD requires several tedious demonstrations to teach a robot some behavior or skill. Notably, there are just few approaches where a single demonstration suffices. Such One-Shot approaches reduce programming effort even further and allow non-experts to quickly and intuitively program a general purpose robot. In this work we evaluate intuitiveness and robustness (i.e. the dependability when executing non-expert generated programs) of a One-Shot PbD system. To this end, we carried out a user study with 34 participants. Our participants used kinesthetic programming to complete various tasks with a light-weight robot. We instructed users with standard methods, either by speech, by graphical tutorial or by video. During the study, structured questionnaires and an observation sheet collected user impressions: The effectiveness when solving a task, the efficiency and (mental) effort during programming, the attitude towards the robot, and finally the satisfaction with the entire system. User ratings on all aspects confirm the high intuitiveness of the investigated system. In contrast to other approaches, the study did not depend on a specific instructional material to achieve high intuitiveness ratings. Overall, our findings support the advantages of a One-Shot programming system and give important insights into general requirements for robot programming by non-experts. We conclude that the investigated One-Shot PbD approach forms a vital tool for the use of robots in private households.

Weitere Angaben

Publikationsform: Aufsatz in einem Buch
Begutachteter Beitrag: Ja
Keywords: Programming; Robustness; Service robots; Trajectory; Grippers; Robot kinematics
Institutionen der Universität: Fakultäten > Fakultät für Mathematik, Physik und Informatik > Institut für Informatik > Lehrstuhl Angewandte Informatik III
Fakultäten > Fakultät für Mathematik, Physik und Informatik > Institut für Informatik > Lehrstuhl Angewandte Informatik III > Lehrstuhl Angewandte Informatik III - Univ.-Prof. Dr. Dominik Henrich
Fakultäten
Fakultäten > Fakultät für Mathematik, Physik und Informatik
Fakultäten > Fakultät für Mathematik, Physik und Informatik > Institut für Informatik
Titel an der UBT entstanden: Ja
Themengebiete aus DDC: 000 Informatik,Informationswissenschaft, allgemeine Werke > 004 Informatik
600 Technik, Medizin, angewandte Wissenschaften > 600 Technik
Eingestellt am: 17 Jul 2019 08:19
Letzte Änderung: 17 Jul 2019 08:19
URI: https://eref.uni-bayreuth.de/id/eprint/51531