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Jahr: 2022
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  1. Laura Seiffe; Fares Kallel; Sebastian Möller; Babak Naderi; Roland Roller

    Subjective Text Complexity Assessment for German

    In: Proceedings of the Language Resources and Evaluation Conference. International Conference on Language Resources and Evaluation (LREC-2022), …

  2. Andre Miedtank; Christoph Manss; Janina Schneider; Oliver Zielinski

    Maschinelle Lernverfahren zur Verarbeitung von Satellitendaten als Grundlage eines digitalen Zwillings der Nordsee

    In: Umweltinformationssysteme - Vielfalt, Offenheit, Komplexität - Tagungsband des 29. Workshop "Umweltinformationssysteme" (UIS 2022)" des …

  3. Mobin M. Idrees; Frederic Theodor Stahl; Atta Badii

    Adaptive Learning With Extreme Verification Latency in Non-Stationary Environments

    In: IEEE Access (IEEE), Vol. 10, Pages 127345-127364, IEEE Xplore, Piscataway Township, New Jersey, 11/2022.

  4. Benjamin Paaßen; Julian Dehne; Swathi Krishnaraja; Anastasia Kovalkov; Kobi Gal; Niels Pinkwart

    A conceptual graph-based model of creativity in learning

    Humboldt-Universität zu Berlin, Frontiers in Education, Vol. 7, 11/2022.

  5. Niklas Funk; Charles B. Schaff; Rishabh Madan; Takuma Yoneda; Julen Urain De Jesus; Joe Watson; Ethan K. Gordon; Felix Widmaier; Stefan Bauer; Siddhartha S. Srinivasa; Tapomayukh Bhattacharjee; Matthew R. Walter; Jan Peters

    Benchmarking Structured Policies and Policy Optimization for Real-World Dexterous Object Manipulation

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 7, No. 1, Pages 478-485, IEEE, 2022.

  6. Riad Akrour; Davide Tateo; Jan Peters

    Continuous Action Reinforcement Learning From a Mixture of Interpretable Experts

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 44, No. 10, Pages 6795-6806, IEEE, 2022.

  7. Samuele Tosatto; Jo~ao Carvalho; Jan Peters

    Batch Reinforcement Learning With a Nonparametric Off-Policy Policy Gradient

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 44, No. 10, Pages 5996-6010, IEEE, 2022.

  8. Janosch Moos; Kay Hansel; Hany Abdulsamad; Svenja Stark; Debora Clever; Jan Peters

    Robust Reinforcement Learning: A Review of Foundations and Recent Advances

    In: Machine Learning and Knowledge Extraction, Vol. 4, No. 1, Pages 276-315, MDPI, 3/2022.

  9. Vignesh Prasad; Ruth Stock-Homburg; Jan Peters

    Human-Robot Handshaking: A Review

    In: International Journal of Social Robotics, Vol. 14, No. 1, Pages 277-293, Springer, 2022.

  10. Bang You; Oleg Arenz; Youping Chen; Jan Peters

    Integrating contrastive learning with dynamic models for reinforcement learning from images

    In: Neurocomputing, Vol. 476, Pages 102-114, Elsevier, 2022.

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