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Publications

 

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Displaying results 51 to 60 of 801.
  1. 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.

  2. 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.

  3. 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.

  4. Fabio Muratore; Fabio Ramos; Greg Turk; Wenhao Yu; Michael Gienger; Jan Peters

    Robot Learning From Randomized Simulations: A Review

    In: Frontiers in Robotics and AI, Vol. 9, Pages 0-10, Frontiers, 2022.

  5. Hamish Flynn; David Reeb; Melih Kandemir; Jan Peters

    PAC-Bayesian lifelong learning for multi-armed bandits

    In: Data Mining and Knowledge Discovery, Vol. 36, No. 2, Pages 841-876, Springer, 2022.

  6. Simone Parisi; Davide Tateo; Maximilian Hensel; Carlo D'Eramo; Jan Peters; Joni Pajarinen

    Long-Term Visitation Value for Deep Exploration in Sparse-Reward Reinforcement Learning

    In: Algorithms, Vol. 15, No. 3, Pages 0-10, MDPI, 2022.

  7. Matthias Jost; Andreas Luxenburger; Sönke Knoch; Jonas Mohr; Moritz Wolf; Jan Alexandersson; Rudolf Jost; Klaus Posselt

    Augmented Reality-based Worker Assistance for People with Cognitive Disabilities

    In: 2022 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR). IEEE International Conference on Artificial Intelligence …

  8. Wolfgang Maaß; Arturo Castellanos; Monica Chiarini Tremblay; Roman Lukyanenko; Veda C Storey

    ConceptSuperimposition: Using Conceptual Modeling Method for Explainable AI.

    In: AAAI Spring Symposium: MAKE. AAAI Spring Symposium (AAAI SSS), Pages 1-6, CEUR Workshop Proceedings, 2022.

  9. Milan Wolf; Stefan Landgraeber; Wolfgang Maaß; Patrick Orth

    Impact of Covid-19 on the global orthopaedic research output

    In: Frontiers in Surgery, Vol. 9, Pages 962844-962844, Frontiers Media SA, 2022.

  10. Cecil Chua; Marta Indulska; Roman Lukyanenko; Wolfgang Maaß; Veda C Storey

    Data Management

    In: Management Information Systems Quarterly (MISQ), MIS Quarterly Research Curations, 2022.