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Publications

Displaying results 1 to 10 of 596.
  1. Dorothea Koert; Maximilian Kircher; Vildan Salikutluk; Carlo D'Eramo; Jan Peters

    Multi-Channel Interactive Reinforcement Learning for Sequential Tasks

    In: Frontiers in Robotics and AI, Vol. 7, Pages 0-10, Frontiers, 2020.

  2. Marco Ewerton; Oleg Arenz; Jan Peters

    Assisted teleoperation in changing environments with a mixture of virtual guides

    In: Advanced Robotics, Vol. 34, No. 18, Pages 1157-1170, Taylor & Francis Online, 2020.

  3. Mikko Lauri; Joni Pajarinen; Jan Peters

    Multi-agent active information gathering in discrete and continuous-state decentralized POMDPs by policy graph improvement

    In: International Journal on Autonomous Agents and Multi-Agent Systems (JAAMAS), Vol. 34, No. 2, Pages 0-10, Springer, 2020.

  4. Christian Eilers; Jonas Eschmann; Robin Menzenbach; Boris Belousov; Fabio Muratore; Jan Peters

    Underactuated waypoint trajectory optimization for light painting photography

    In: International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2020), May 31 - August 31, …

  5. Michael Lutter; Debora Clever; Boris Belousov; Kim Listmann; Jan Peters

    Evaluating the Robustness of HJB Optimal Feedback Control

    In: International Symposium on Robotics. International Symposium on Robotics (ISR-2020), 52th, December 9-10, Pages 1-8, VDE, 2020.

  6. Julia Vinogradska; Bastian Bischoff; Jan Achterhold; Torsten Koller; Jan Peters

    Numerical Quadrature for Probabilistic Policy Search

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 42, No. 1, Pages 164-175, IEEE, 2020.

  7. Rudolf Lioutikov; Guilherme Maeda; Filipe Veiga; Kristian Kersting; Jan Peters

    Learning attribute grammars for movement primitive sequencing

    In: International Journal of Robotics Research (IJRR), Vol. 39, No. 1, Pages 0-10, Sage Publications, 2020.

  8. Dorothea Koert; Susanne Trick; Marco Ewerton; Michael Lutter; Jan Peters

    Incremental Learning of an Open-Ended Collaborative Skill Library

    In: International Journal of Humanoid Robotics (IJHR), Vol. 17, No. 1, Pages 2050001:1-2050001:23, World Scientific Publishing Co. 2020.

  9. Filipe Veiga; Riad Akrour; Jan Peters

    Hierarchical Tactile-Based Control Decomposition of Dexterous In-Hand Manipulation Tasks

    In: Frontiers in Robotics and AI, Vol. 7, Pages 0-10, Frontiers, 2020.

  10. Critical Reflection of AI Applications for persons with Disabilities in Vocational Rehabilitation

    In: Clara Schumacher (Hrsg.). Proceedings of DELFI Workshop 2020. DeLFI Workshops (DeLFI-WS), Pages 137-146, 2020.