Skip to main content Skip to main navigation

Publications

 

Due to maintenance work, it is currently not possible to search for publications by author.

Displaying results 101 to 110 of 8134.

  1. Riad Akrour; Abbas Abdolmaleki; Hany Abdulsamad; Jan Peters; Gerhard Neumann

    Model-Free Trajectory-based Policy Optimization with Monotonic Improvement

    In: Journal of Machine Learning Research, Vol. 19, Pages 14:1-14:25, JMLR, 2018.

  2. Takayuki Osa; Joni Pajarinen; Gerhard Neumann; J. Andrew Bagnell; Pieter Abbeel; Jan Peters

    An Algorithmic Perspective on Imitation Learning

    In: Foundations and Trends in Robotics, Vol. 7, No. 1-2, Pages 1-179, Now Publishers, 3/2018.

  3. Marco Ewerton; David Rother; Jakob Weimar; Gerrit Kollegger; Josef Wiemeyer; Jan Peters; Guilherme Maeda

    Assisting Movement Training and Execution With Visual and Haptic Feedback

    In: Frontiers in Neurorobotics, Vol. 12, Pages 0-10, Frontiers, 2018.

  4. Oliver Kroemer; Simon Leischnig; Stefan Luettgen; Jan Peters

    A kernel-based approach to learning contact distributions for robot manipulation tasks

    In: Autonomous Robots, Vol. 42, No. 3, Pages 581-600, Springer, 2018.

  5. Alexandros Paraschos; Christian Daniel; Jan Peters; Gerhard Neumann

    Using probabilistic movement primitives in robotics

    In: Autonomous Robots, Vol. 42, No. 3, Pages 529-551, Springer, 2018.

  6. Takayuki Osa; Jan Peters; Gerhard Neumann

    Hierarchical reinforcement learning of multiple grasping strategies with human instructions

    In: Advanced Robotics, Vol. 32, No. 18, Pages 955-968, Taylor & Francis Online, 2018.

  7. Alexandros Paraschos; Elmar Rueckert; Jan Peters; Gerhard Neumann

    Probabilistic movement primitives under unknown system dynamics

    In: Advanced Robotics, Vol. 32, No. 6, Pages 297-310, Taylor & Francis Online, 2018.

  8. Daniel Tanneberg; Elmar Rueckert; Jan Peters

    Learning Algorithmic Solutions to Symbolic Planning Tasks with a Neural Computer

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1911.00926, Pages 0-10, arXiv, 2019.

  9. Zhang-Wei Hong; Joni Pajarinen; Jan Peters

    Model-based Lookahead Reinforcement Learning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1908.06012, Pages 0-10, arXiv, 2019.

  10. Zinan Liu; Arne Hitzmann; Shuhei Ikemoto; Svenja Stark; Jan Peters; Koh Hosoda

    Local Online Motor Babbling: Learning Motor Abundance of A Musculoskeletal Robot Arm

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1906.09013, Pages 0-10, arXiv, 2019.

Year

More options