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Year: 2021
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Displaying results 1 to 10 of 676.

  1. Ivana Kruijff; Thomas Barz; Alexander Berrang; Marius Beul; Kevin Daun; Floris Ernst; Frank Friede; Philipp Gorczak; Stefan Grobelny; Nils Heidemann; Constantin Houy; Artur Leinweber; Alexander Lel; Alexander Miller; Jan Quenzel; Stefan Rilling; Gerhard Senkowski; Daniel Schleich; Marius Schnaubelt; Dominik Slomma; Stefan Soltau; Jani Tiemann; Marc Thurow; Brian Willems; Christian Willms; Sven Behnke; Ralf Bruder; Robert Grafe; Christof Röhrig; Hartmut Surmann; Oskar von Stryk; Christian Wietfeld; Dirk Aschenbrenner

    Smart Robots to the Rescue: Intelligent Robotics-Assisted Disaster Response at the German Rescue Robotics Center (robot exhibition)

    In: 29th International Joint Conference on Artificial Intelligence (IJCAI) and the 17th Pacific Rim International Conference on Artificial Intelligence (PRICAI). International Joint Conference on Artificial Intelligence (IJCAI-2020), Accepted Robot Exhibition, January 7-15, Yokohama, Japan, Online-Conference, 1/2021.

  2. Moritz Jonathan Wolf

    Speeding up Data Annotations for Handwritten Text Recognition

    Mastersthesis, Universität des Saarlandes, 9/2021.

  3. Boris Belousov; Hany Abdulsamad; Pascal Klink; Simone Parisi; Jan Peters

    Reinforcement learning algorithms: analysis and applications

    Springer, 2021.

  4. Bastian Wibranek; Yuxi Liu; Niklas Funk; Boris Belousov; Jan Peters; Oliver Tessmann

    Reinforcement learning for sequential assembly of SL-blocks-self-interlocking combinatorial design based on machine learning

    In: Vesna Stojaković; Bojan Tepavčević (Hrsg.). eCAADe 2021 - Towards a New, Configurable Architecture, Volume 1 - Proceedings. Education and Research in Computer Aided Architectural Design in Europe (eCAADe-2021), September 8-10, Novi Sad, Serbia, Pages 27-36, eCAADe, 2021.

  5. Hany Abdulsamad; Tim Dorau; Boris Belousov; Jia-Jie Zhu; Jan Peters

    Distributionally Robust Trajectory Optimization Under Uncertain Dynamics via Relative Entropy Trust-Regions

    arXiv preprint arXiv:2103.15388, 2021.

  6. Puze Liu; Davide Tateo; Haitham Bou-Ammar; Jan Peters

    Efficient and Reactive Planning for High Speed Robot Air Hockey

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2021), September 27 - October 1, Prague, Czech Republic, Pages 586-593, IEEE, 2021.

  7. Jo~ao Carvalho; Davide Tateo; Fabio Muratore; Jan Peters

    An Empirical Analysis of Measure-Valued Derivatives for Policy Gradients

    In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2021), July 18-22, Shenzhen, China, Pages 1-10, IEEE, 2021.

  8. Samuele Tosatto; Georgia Chalvatzaki; Jan Peters

    Contextual Latent-Movements Off-Policy Optimization for Robotic Manipulation Skills

    In: IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2021), May 30 - June 5, Xi'an, China, Pages 10815-10821, IEEE, 2021.

  9. Andrew S. Morgan; Daljeet Nandha; Georgia Chalvatzaki; Carlo D'Eramo; Aaron M. Dollar; Jan Peters

    Model Predictive Actor-Critic: Accelerating Robot Skill Acquisition with Deep Reinforcement Learning

    In: IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2021), May 30 - June 5, Xi'an, China, Pages 6672-6678, IEEE, 2021.

  10. Hany Abdulsamad; Peter Nickl; Pascal Klink; Jan Peters

    A Variational Infinite Mixture for Probabilistic Inverse Dynamics Learning

    In: IEEE International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2021), May 30 - June 5, Xi'an, China, Pages 4216-4222, IEEE, 2021.

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