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Real Robot Challenge: A Robotics Competition in the Cloud

Authors :
Bauer, Stefan
Widmaier, Felix
Wüthrich, Manuel
Buchholz, Annika
Stark, Sebastian
Goyal, Anirudh
Steinbrenner, Thomas
Akpo, Joel
Joshi, Shruti
Berenz, Vincent
Agrawal, Vaibhav
Funk, Niklas
De Jesus, Julen Urain
Peters, Jan
Watson, Joe
Chen, Claire
Srinivasan, Krishnan
Zhang, Junwu
Zhang, Jeffrey
Walter, Matthew R.
Madan, Rishabh
Schaff, Charles
Maeda, Takahiro
Yoneda, Takuma
Yarats, Denis
Allshire, Arthur
Gordon, Ethan K.
Bhattacharjee, Tapomayukh
Srinivasa, Siddhartha S.
Garg, Animesh
Sikchi, Harshit
Wang, Jilong
Yao, Qingfeng
Yang, Shuyu
McCarthy, Robert
Sanchez, Francisco Roldan
Wang, Qiang
Bulens, David Cordova
McGuinness, Kevin
O'Connor, Noel
Redmond, Stephen J.
Schölkopf, Bernhard
Publication Year :
2021

Abstract

Dexterous manipulation remains an open problem in robotics. To coordinate efforts of the research community towards tackling this problem, we propose a shared benchmark. We designed and built robotic platforms that are hosted at MPI for Intelligent Systems and can be accessed remotely. Each platform consists of three robotic fingers that are capable of dexterous object manipulation. Users are able to control the platforms remotely by submitting code that is executed automatically, akin to a computational cluster. Using this setup, i) we host robotics competitions, where teams from anywhere in the world access our platforms to tackle challenging tasks ii) we publish the datasets collected during these competitions (consisting of hundreds of robot hours), and iii) we give researchers access to these platforms for their own projects.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2109.10957
Document Type :
Working Paper