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Publications

Displaying results 61 to 70 of 597.
  1. Samuele Tosatto; Jo~ao Carvalho; Hany Abdulsamad; Jan Peters

    A Nonparametric Off-Policy Policy Gradient

    In: Silvia Chiappa; Roberto Calandra (Hrsg.). The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. International Conference on Artificial Intelligence and Statistics (AISTATS), Pages 167-177, Proceedings of Machine Learning Research, Vol. 108, PMLR, 2020.

  2. Sebastián Gómez-González; Gerhard Neumann; Bernhard Schölkopf; Jan Peters

    Adaptation and Robust Learning of Probabilistic Movement Primitives

    In: IEEE Transactions on Robotics (T-RO), Vol. 36, No. 2, Pages 366-379, IEEE, 2020.

  3. Simon Manschitz; Michael Gienger; Jens Kober; Jan Peters

    Learning Sequential Force Interaction Skills

    In: Robotics, Vol. 9, No. 2, Pages 0-10, MDPI, 2020.

  4. Leon Keller; Daniel Tanneberg; Svenja Stark; Jan Peters

    Model-Based Quality-Diversity Search for Efficient Robot Learning

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2020), October 24 - January 24, Las Vegas, NV, USA, Pages 9675-9680, IEEE, 2020.

  5. Anton Ziese; Mario Daniele Fiore; Jan Peters; Uwe E. Zimmermann; Jürgen Adamy

    Redundancy resolution under hard joint constraints: a generalized approach to rank updates

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2020), October 24 - January 24, Las Vegas, NV, USA, Pages 7447-7453, IEEE, 2020.

  6. Melvin Laux; Oleg Arenz; Jan Peters; Joni Pajarinen

    Deep Adversarial Reinforcement Learning for Object Disentangling

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2020), October 24 - January 24, Las Vegas, NV, USA, Pages 5504-5510, IEEE, 2020.

  7. Nils Rottmann; Tjasa Kunavar; Jan Babic; Jan Peters; Elmar Rueckert

    Learning Hierarchical Acquisition Functions for Bayesian Optimization

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2020), October 24 - January 24, Las Vegas, NV, USA, Pages 5490-5496, IEEE, 2020.

  8. Filipe Veiga; Benoni B. Edin; Jan Peters

    Grip Stabilization through Independent Finger Tactile Feedback Control

    In: Sensors - Open Access Journal (Sensors), Vol. 20, No. 6, Pages 0-10, MDPI, 2020.

  9. 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.

  10. Susan Beudt; Sebastian Claus; Alexander Heuts; Niels Pinkwart

    Digitally Supported Inclusive Practices in Education and Training

    In: Clara Schumacher (Hrsg.). Proceedings of DELFI Workshops 2020. DeLFI Workshops (DeLFI-WS-2020), September 14-15, Online, Pages 134-136, 9/2020.