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Jahr: 2022
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  1. 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 Arbeitskreises "Umweltinformationssysteme" der Fachgruppe "Informatik im Umweltschutz" der Gesellschaft für Inform. Workshop des Arbeitskreises "Umweltinformationssysteme" (UIS-2022), May 11-13, Germany, Pages 3-14, ISBN 978-3-658-39795-1, Springer Vieweg, Wiesbaden, 3/2022.

  2. Patrick Gebhard; Dimitra Tsovaltzi; Tanja Schneeberger; Fabrizio Nunnari

    Serious Games with SIAs

    In: Birgit Lugrin; Catherine Pelachaud; David Traum. The Handbook on Socially Interactive Agents: 20 years of Research on Embodied Conversational Agents, Intelligent Virtual Agents, and Social Robotics Volume 2: Interactivity, Platforms, Application. Pages 527-546, Association for Computing Machinery, 2022.

  3. Silvan Mertes; Alexander Heimerl; Tanja Schneeberger; Tobias Baur; Ailin Liu; Linda Becker; Nicolas Rohleder; Patrick Gebhard; Elisabeth André

    Generating personalized behavioral feedback for a virtual job interview training system through adversarial learning

    In: Proceedings of the 23rd International Conference on Artificial Intelligence in Education. International Conference on Artificial Intelligence in Education (AIED-2022), Pages 679-684, ACM, 2022.

  4. Pascal Klink; Carlo D'Eramo; Jan Peters; Joni Pajarinen

    Boosted Curriculum Reinforcement Learning

    In: The Tenth International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2022), April 25-29, OpenReview.net, 2022.

  5. Vignesh Prasad; Dorothea Koert; Ruth Stock-Homburg; Jan Peters; Georgia Chalvatzaki

    MILD: Multimodal Interactive Latent Dynamics for Learning Human-Robot Interaction

    In: 21st IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2022), November 28-30, Ginowan, Japan, Pages 472-479, IEEE, 2022.

  6. Jo~ao Carvalho; Dorothea Koert; Marek Daniv; Jan Peters

    Adapting Object-Centric Probabilistic Movement Primitives with Residual Reinforcement Learning

    In: 21st IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2022), November 28-30, Ginowan, Japan, Pages 405-412, IEEE, 2022.

  7. Jonathan Vorndamme; Jo~ao Carvalho; Riddhiman Laha; Dorothea Koert; Luis Figueredo; Jan Peters; Sami Haddadin

    Integrated Bi-Manual Motion Generation and Control shaped for Probabilistic Movement Primitives

    In: 21st IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2022), November 28-30, Ginowan, Japan, Pages 202-209, IEEE, 2022.

  8. Lukas Stefan Stäcker; Philipp Heidenreich; Jason Raphael Rambach; Didier Stricker

    Fusion Point Pruning for Optimized 2D Object Detection with Radar-Camera Fusion

    In: 2022 Proceedings of the. IEEE Winter Conference on Applications of Computer Vision (WACV-2022), January 4-8, Hawaii, HI, USA, IEEE, 2022.

  9. Fatemeh Azimi; Sebastian Palacio; Federico Raue; Jörn Hees; Luca Bertinetto; Andreas Dengel

    Self-supervised Test-time Adaptation on Video Data

    In: WACV. IEEE Winter Conference on Applications of Computer Vision (WACV-2022), January 4-8, IEEE, 1/2022.

  10. Sören Tempel; Vladimir Herdt; Rolf Drechsler

    Automated Detection of Spatial Memory Safety Violations for Constrained Devices

    In: 27th Asia and South Pacific Design Automation Conference (ASP-DAC). Asia and South Pacific Design Automation Conference (ASP-DAC), January 17-20, 2022.

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