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Publikationen

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  1. Boris Belousov; Hany Abdulsamad; Pascal Klink; Simone Parisi; Jan Peters

    Reinforcement learning algorithms: analysis and applications

    Springer, 2021.

  2. Bastian Wibranek; Yuxi Liu; Niklas Funk; Boris Belousov; Jan Peters; Oliver Tessmann

    Reinforcement learning for sequential assembly of SL-blocks-self-interlocking combinatorial design based on machine learning

    In: Vesna Stojaković; Bojan Tepavčević (Hrsg.). eCAADe 2021 - Towards a New, Configurable Architecture, Volume 1 - Proceedings. Education and Research …

  3. Pascal Klink; Hany Abdulsamad; Boris Belousov; Carlo D'Eramo; Jan Peters; Joni Pajarinen

    A Probabilistic Interpretation of Self-Paced Learning with Applications to Reinforcement Learning

    In: Journal of Machine Learning Research, Vol. 22, Pages 182:1-182:52, JMLR, 2021.

  4. Liudvikas Nemiro; Gerard Canal; Oscar Lima; Michael Cashmore; Mark Roberts

    Designing an Adaptable Benchmark and Competition Simulation for Integrated Planning and Execution

    In: Workshop on the International Planning Competition (WIPC). International Conference on Automated Planning and Scheduling (ICAPS-2021), located at …

  5. Tomás Ribeiro; Oscar Lima; Michael Cashmore; Andrea Micheli; Rodrigo Ventura

    Olisipo: A probabilistic approach to the adaptable execution of deterministic temporal plans

    In: Proceedings of the International Symposium on Temporal Representation and Reasoning. International Symposium on Temporal Representation and …

  6. Silke Balzert-Walter; Freek Bomhof; Barteld Braaksma; Giuseppe Ciulla; Roberto Di Bernardo; Giovanna Galasso; Matteo Gerosa; Alexa Kodde

    Report on the key findings from the Theme Development Workshop “AI in the Public Sector”

    Pages 1-18, 11/2021.

  7. Thomas Röfer; Tim Laue; Nikolai Bahr; Jonah Jaeger; Jannes Knychalla; Thorben Lorenzen; Nele Matschull; Yannik Meinken; Lukas Malte Monnerjahn; Lukas Plecher; Philip Reichenberg

    B-Human Team Report and Code Release 2021

    2021.

  8. Tracing Source Language Interference in Translation with Graph-Isomorphism Measures

    In: Ruslan Mitkov; Galia Angelova (Hrsg.). Proceedings of the International Conference Recent Advances in Natural Language Processing, RANLP 2021. …