Cyber-Physical Systems

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1. Raghav Soni; Daniel Harnack; Hannah Isermann; Sotaro Fushimi; Shivesh Kumar; Frank Kirchner

   End-to-End Reinforcement Learning for Torque Based Variable Height Hopping

   In: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2023), October 1-5, Detroit, MI, USA, Pages 7531-7538, ISBN 978-1-6654-9190-7, IEEE Robotics and Automation Society, 10/2023.

2. Mahdi Javadi; Daniel Harnack; Paula Stocco; Shivesh Kumar; Shubham Vyas; Daniel Pizzutilo; Frank Kirchner

   AcroMonk: A Minimalist Underactuated Brachiating Robot

   In: IEEE Robotics and Automation Letters (RA-L), Vol. 8, Pages 1-8, IEEE, 6/2023.

3. Daniel Harnack; Christoph Lüth; Lukas Groß; Shivesh Kumar; Frank Kirchner

   Deriving Rewards for Reinforcement Learning from Symbolic Behaviour Descriptions of Bipedal Walking

   In: 62nd IEEE Conference on Decision and Control (CDC). IEEE Conference on Decision and Control (CDC-2023), December 13-15, Marina Bay Sands, Singapore, TBA. 2023.

4. Daniel Harnack; Julie Pivin-Bachler; Nicolas Navarro-Guerrero

   Quantifying the Effect of Feedback Frequency in Interactive Reinforcement Learning for Robotic Tasks

   In: Neural Computing and Applications, Vol. n.n. Pages 0-0, Springer, 12/2022.

5. Melya Boukheddimi; Daniel Harnack; Shivesh Kumar; Rohit Kumar; Shubham Vyas; Octavio Arriaga; Frank Kirchner

   Robot Dance Generation with Music Based Trajectory Optimization

   In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2022. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2022), IEEE, 11/2022.

6. Felix Wiebe; Jonathan Babel; Shivesh Kumar; Shubham Vyas; Daniel Harnack; Melya Boukheddimi; Mihaela Popescu; Frank Kirchner

   Torque-limited simple pendulum: A toolkit for getting familiar with control algorithms in underactuated robotics

   In: Journal of Open Source Software (JOSS), Vol. 7, No. 74, Pages 1-7, The Open Journal, 6/2022.

7. Felix Wiebe; Shivesh Kumar; Daniel Harnack; Malte Langosz; Hendrik Wöhrle; Frank Kirchner

   Combinatorics of a Discrete Trajectory Space for Robot Motion Planning

   In: William Holderbaum; J. M. Selig (Hrsg.). 2nd IMA Conference on Mathematics of Robotics. IMA Conference on Mathematics of Robotics (IMA-2022), September 8-10, London, United Kingdom, Springer Proceedings in Advanced Robotics, ISBN 9783030913519, Springer International Publishing, 1/2022.

8. Thomas M. Roehr; Daniel Harnack; Hendrik Wöhrle; Felix Wiebe; Moritz Schilling; Oscar Lima; Malte Langosz; Shivesh Kumar; Sirko Straube; Frank Kirchner

   A Development Cycle for Automated Self-Exploration of Robot Behaviors

   In: AI Perspectives, Vol. 3, No. 1, n.n. 7/2021.

9. Thomas M Roehr; Daniel Harnack; Oscar Lima; Hendrik Wöhrle; Frank Kirchner

   Introducing Q-Rock : Towards the Automated Self-Exploration and Qualification of Robot Behaviors

   In: Poster at the ICRA 2019 Workshop on Robot Design and Customization: Opportunities at the Intersection of Computation and Digital Fabrication. IEEE International Conference on Robotics and Automation (ICRA-2019), May 20-24, Montreal, Quebec, Canada, Pages 1-2, 5/2019.

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