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Jahr: 2021
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  1. Fabio Muratore; Christian Eilers; Michael Gienger; Jan Peters

    Data-Efficient Domain Randomization With Bayesian Optimization

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 6, No. 2, Pages 911-918, IEEE, 2021.

  2. 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.

  3. 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.

  4. 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.

  5. Carlo D'Eramo; Davide Tateo; Andrea Bonarini; Marcello Restelli; Jan Peters

    MushroomRL: Simplifying Reinforcement Learning Research

    In: Journal of Machine Learning Research, Vol. 22, Pages 131:1-131:5, JMLR, 2021.

  6. Niyati Rawal; Dorothea Koert; Cigdem Turan; Kristian Kersting; Jan Peters; Ruth Stock-Homburg

    ExGenNet: Learning to Generate Robotic Facial Expression Using Facial Expression Recognition

    In: Frontiers in Robotics and AI, Vol. 8, Pages 0-10, Frontiers, 2021.

  7. 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.

  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: F. Ahlemann; R. Schütte; S. Stieglitz (Hrsg.). Innovation Through Information Systems. WI 2021. Lecture Notes in Information Systems and Organisation. Pages 198-215, Springer, Cham, 2021.

  9. 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, Association for Information Systems, 2021.

  10. 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, Association for Information Systems, 2021.

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