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Publikationen

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  1. Liane Vogel; Jan-Micha Bodensohn; Carsten Binnig

    WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata

    In: A. Globerson; L. Mackey; D. Belgrave; A. Fan; U. Paquet; J. Tomczak; C. Zhang (Hrsg.). Advances in Neural Information Processing Systems. Neural Information Processing Systems (NeurIPS), Pages 41186-41201, Vol. 37, Curran Associates, Inc. 2024.

  2. Lawrence Benson; Carsten Binnig; Jan-Micha Bodensohn; Federico Lorenzi; Jigao Luo; Danica Porobic; Tilmann Rabl; Anupam Sanghi; Russell Sears; Pinar Tözün; Tobias Ziegler

    Surprise Benchmarking: The Why, What, and How

    In: Proceedings of the Tenth International Workshop on Testing Database Systems, DBTest 2024, Santiago, Chile, 9 June 2024. International Workshop on Testing Database Systems (DBTest), Pages 1-8, ACM, 2024.

  3. 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.

  4. Christoph Zelch; Jan Peters; Oskar von Stryk

    Clustering of Motion Trajectories by a Distance Measure Based on Semantic Features

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2404.17269, Pages 1-8, arXiv, 2024.

  5. Puze Liu; Haitham Bou-Ammar; Jan Peters; Davide Tateo

    Safe Reinforcement Learning on the Constraint Manifold: Theory and Applications

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2404.09080, Pages 1-20, arXiv, 2024.

  6. Théo Vincent; Daniel Palenicek; Boris Belousov; Jan Peters; Carlo D'Eramo

    Iterated Q-Network: Beyond the One-Step Bellman Operator

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2403.02107, Pages 1-26, arXiv, 2024.

  7. Alessandro G. Bottero; Carlos E. Luis; Julia Vinogradska; Felix Berkenkamp; Jan Peters

    Information-Theoretic Safe Bayesian Optimization

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2402.15347, Pages 1-36, arXiv, 2024.

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

    Sharing Knowledge in Multi-Task Deep Reinforcement Learning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2401.09561, Pages 1-18, arXiv, 2024.

  9. Kevin Daun; Frederik Bark; Davide Tateo; Jan Peters; Johannes Heinlein; Janine Wendt; Nils Heidemann; Ivana Kruijff-Korbayová; Stefan Kohlbrecher; Jens Friedrich; Désirée Martin; Michael W. Schmidt; Rafaela Hillerbrand; Oskar von Stryk

    A Holistic Concept on AI Assistance for Robot-Supported Reconnaissance and Mitigation of Acute Radiation Hazard Situations

    In: IEEE International Symposium on Safety Security Rescue Robotics, SSRR 2024, New York, NY, USA, November 12-14, 2024. IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR), Pages 40-45, IEEE, 2024.

  10. Tianyu Ren; Georgia Chalvatzaki; Jan Peters

    Extended Tree Search for Robot Task and Motion Planning

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024, Abu Dhabi, United Arab Emirates, October 14-18, 2024. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Pages 12048-12055, IEEE, 2024.

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