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Year: 2021
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Displaying results 1 to 10 of 675.

  1. 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.

  2. 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 …

  3. 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 …

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

    Reinforcement learning algorithms: analysis and applications

    Springer, 2021.

  5. 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 …

  6. Hany Abdulsamad; Tim Dorau; Boris Belousov; Jia-Jie Zhu; Jan Peters

    Distributionally Robust Trajectory Optimization Under Uncertain Dynamics via Relative Entropy Trust-Regions

    arXiv preprint arXiv:2103.15388, 2021.

  7. Philipp Koch; Kamran Mohammad-Zadeh; Marco Maass; Mark Dreier; Ole Thomsen; Tim J. Parbs; Huy Phan; Alfred Mertins

    sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks

    In: 43nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). International Conference of the IEEE …

  8. Marco Kähler; Rolf Feichtenbeiner; Susan Beudt

    Facilitating the Implementation of AI-Based Assistive Technologies for Persons with Disabilities in Vocational Rehabilitation: A Practical Design Thinking Approach

    In: Ido Roll; Danielle McNamara; Sergey Sosnovsky; Rose Luckin; Vania Dimitrova (Hrsg.). Artificial Intelligence in Education. AAAI Conference on …

  9. Frederik Wiehr; Anke Hirsch; Lukas Schmitz; Nina Knieriemen; Antonio Krüger; Alisa Kovtunova; Stefan Borgwardt; Ernie Chang; Vera Demberg; Marcel Steinmetz; Jörg Hoffmann

    Why Do I Have to Take Over Control? Evaluating Safe Handovers with Advance Notice and Explanations in HAD

    In: Proceedings of the 2021 International Conference on Multimodal Interaction. ACM International Conference on Multimodal Interaction (ICMI-2021), …

  10. Benjamin Paaßen; Thomas Villmann

    Prototype selection based on set covering and large margins

    In: Frank-Michael Schleif; Marika Kaden; Thomas Villmann (Hrsg.). Abstracts of the 13th Mittweida Workshop on Computational Intelligence - MiWoCI …

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