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Publikationen

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  1. Fabio Muratore; Michael Gienger; Jan Peters

    Assessing Transferability From Simulation to Reality for Reinforcement Learning

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 43, No. 4, Pages 1172-1183, IEEE, 2021.

  2. Riad Akrour; Asma Atamna; Jan Peters

    Convex optimization with an interpolation-based projection and its application to deep learning

    In: Machine Learning, Vol. 110, No. 8, Pages 2267-2289, Springer, 2021.

  3. Carlo D'Eramo; Andrea Cini; Alessandro Nuara; Matteo Pirotta; Cesare Alippi; Jan Peters; Marcello Restelli

    Gaussian Approximation for Bias Reduction in Q-Learning

    In: Journal of Machine Learning Research, Vol. 22, Pages 277:1-277:51, JMLR, 2021.

  4. Julian Schuir; René Brinkhege; Eduard Anton; Thuy Duong Oesterreich; Pascal Meier; Frank Teuteberg

    Augmenting Humans in the Loop: Towards an Augmented Reality Object Labeling Application for Crowdsourcing Communities

    In: F. Ahlemann; R. Schütte; S. Stieglitz (Hrsg.). Innovation Through Information Systems. WI 2021. Lecture Notes in Information Systems and …

  5. Eduard Anton; Thuy Duong Oesterreich; Frank Teuteberg

    Understanding the Operational Value of Big Data Analytics Capabilities for Firm Performance : A Meta-Analytic Structural Equation Modeling Approach

    In: Forty-Second International Conference on Information Systems (ICIS). International Conference on Information Systems (ICIS), Austin, USA, …

  6. Thuy Duong Oesterreich; Eduard Anton; Feipeng Xu

    Augmenting the Future: An Exploratory Analysis of the Main Resources, Use Cases, and Implications of Augmented Analytics

    In: Twenty-Ninth European Conference on Information Systems (ECIS). European Conference on Information Systems (ECIS), A Virtual AIS Conference, …

  7. Eduard Anton; Thuy Duong Oesterreich; Julian Schuir; Leslie Protz; Frank Teuteberg

    A Business Model Taxonomy for Start-Ups in the Electric Power Industry — The Electrifying Effect of Artificial Intelligence on Business Model Innovation

    In: International Journal of Innovation and Technology Management, Vol. 18, No. 03, Page 2150004, World Scientific Publishing Co Pte Ltd, 5/2021.

  8. Julian Schuir; René Brinkhege; Eduard Anton; Thuy Duong Oesterreich; Pascal Meier; Frank Teuteberg

    Augmenting Humans in the Loop: Towards an Augmented Reality Object Labeling Application for Crowdsourcing Communities

    In: Proceedings of the 16th International Conference on Wirtschaftsinformatik. Internationale Tagung Wirtschaftsinformatik (WI), Essen, Germany, …

  9. Jan Brinke; Christian Fitte; Eduard Anton; Pascal Meier; Frank Teuteberg

    With a Little Help from My Conversational Agent: Towards a Voice Assistant for Improved Patient Compliance and Medication Therapy Safety

    In: Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies. International Joint Conference on …