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Jahr: 2024
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  1. Florian Cordes; Ajish Babu; Tobias Stark

    Sherpa, a family of wheeled-leg rovers

    In: Shivesh Kumar; Andreas Mueller; Frank Kirchner. Biologically Inspired Series-Parallel Hybrid Robots. Pages 281-304, Vol. 514, ISBN 978-0-323-88482-2, Elsevier Science, 12/2024.

  2. Maximilian Albracht; Shivesh Kumar; Shubham Vyas; Frank Kirchner

    Model Predictive Parkour Control of a Monoped Hopper in Dynamically Changing Environments

    In: Andrea Del Prete; Abderrahmane Kheddar (Hrsg.). IEEE Robotics and Automation Letters (RA-L), Vol. 9, No. 10, Pages 8507-8514, IEEE, 10/2024.

  3. Roswitha Duwenbeck; Elsa Andrea Kirchner

    A Machine Learning Approach for Resource-efficient and Subject-independent Speech Based Stress Detection

    In: 2024 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES). IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES-2024), December 11-13, Penang, Malaysia, ISBN 979-8-3503-8340-9, IEEE, 2024.

  4. Sheikh Faisal Rashid; Nghia Duong-Trung; Niels Pinkwart

    Generative AI in Education: Technical Foundations, Applications, and Challenges

    In: Seifedine Kadry (Hrsg.). Artificial Intelligence and Education. Chapter 2, Pages 1-22, IntechOpen, Rijeka, 5/2024.

  5. Ronja Schappert; Julius Verrel; Nele Brügge; Frédéric Li; Theresa Paulus; Leonie Becker; Tobias Bäumer; Christian Beste; Veit Roessner; Sebastian Fudickar; Alexander Münchau

    Automated Video-Based Approach for the Diagnosis of Tourette Syndrome

    In: Movement Disorders - Clinical Practice, Vol. 11, No. 9, Pages 1136-1140, Wiley, 7/2024.

  6. T. Vincent; F. Wahren; Jan Peters; B. Belousov; C. D'Eramo

    Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning

    In: ICML Workshop on Automated Reinforcement Learning. International Conference on Machine Learning (ICML-2024), ICML, 2024.

  7. F. Al-Hafez; G. Zhao; Jan Peters; D. Tateo

    Time-Efficient Reinforcement Learning with Stochastic Stateful Policies

    In: 17th European Workshop on Reinforcement Learning (EWRL 2024). European Workshop on Reinforcement Learning (EWRL-2024), EWRL, 2024.

  8. N. Funk; J. Urain; J. Carvalho; V. Prasad; G. Chalvatzaki; Jan Peters

    ActionFlow: Efficient, Accurate, and Fast Policies with Spatially Symmetric Flow Matching

    In: R:SS workshop: Structural Priors as Inductive Biases for Learning Robot Dynamics. Robotics: Science and Systems (RSS-2024), R:SS, 2024.

  9. N. Bohlinger; D. Tateo; P. Kicki; K. Walas; Jan Peters

    Benefits of an Actuated Spine in Agile Quadruped Locomotion

    In: ICRA 2024 Workshop on Bio-inspired Robotics and Robotics for Biology. IEEE International Conference on Robotics and Automation (ICRA), IEEE, 2024.

  10. N. Bohlinger; G. Czechmanowski; M. Krupka; P. Kicki; K. Walas; Jan Peters; D. Tateo

    One Policy to Run Them All: Towards an End-to-end Learning Approach to Multi-Embodiment Locomotion

    In: RSS 2024 Workshop on Embodiment-Aware Robot Learning. Robotics: Science and Systems (RSS-2024), RSS, 2024.

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