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Jahr: 2020
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  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. Julen Urain; Davide Tateo; Tianyu Ren; Jan Peters

    Structured Policy Representation: Imposing Stability in arbitrarily conditioned dynamic systems

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2012.06224, Pages 0-10, arXiv, 2020.

  7. Sebastian Höfer; Kostas E. Bekris; Ankur Handa; Juan Camilo Gamboa Higuera; Florian Golemo; Melissa Mozifian; Christopher G. Atkeson; Dieter Fox; Ken Goldberg; John Leonard; C. Karen Liu; Jan Peters; Shuran Song; Peter Welinder; Martha White

    Perspectives on Sim2Real Transfer for Robotics: A Summary of the R: SS 2020 Workshop

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2012.03806, Pages 0-10, arXiv, 2020.

  8. Ferdinand Küsters; Peter Schichtel; Sheraz Ahmed; Andreas Dengel

    Conceptual Explanations of Neural Network Prediction for Time Series

    In: IJCNN. International Joint Conference on Neural Networks (IJCNN), IEEE, 2020.

  9. Birgit Beck; Aljoscha Burchardt

    Alle reden von ethischer KI – aber was meinen sie damit?

    In: Christoph Markschies; Isabella Hermann (Hrsg.). #Verantwortung KI – Künstliche Intelligenz und gesellschaftliche Folgen. Pages 22-28, Vol. 3/2020, …

  10. Argtim Tika; Nigora Gafur; Vassilios Yfantis; N. Bajcinca

    Optimal Scheduling and Model Predictive Control for Trajectory Planning of Cooperative Robot Manipulators

    In: IFAC-PapersOnLine, Vol. 53, Pages 9080-9086, IFAC, 1/2020.

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