Research output

  1. 2022
  2. Published

    Quantification of Transfer in Reinforcement Learning via Regret Bounds for Learning Agents

    Tuynman, A. & Ortner, R., Sept 2022.

    Research output: Contribution to conferencePosterResearchpeer-review

  3. Published

    Regret Bounds for Satisficing in Multi-Armed Bandit Problems

    Michel, T., Hajiabolhassan, H. & Ortner, R., Sept 2022.

    Research output: Contribution to conferencePosterResearchpeer-review

  4. Published

    Predicting Packaging Sizes Using Machine Learning

    Heininger, M. & Ortner, R., 22 Aug 2022, In: Operations research forum. 43.2022, 3, 14 p., 43.

    Research output: Contribution to journalArticleResearchpeer-review

  5. E-pub ahead of print

    Holistic autonomous model for early detection of downhole drilling problems in real-time

    Elmgerbi, A. & Thonhauser, G., 20 Jun 2022, (E-pub ahead of print) In: Process safety and environmental protection. 164.2022, August, p. 418-434 17 p.

    Research output: Contribution to journalArticleResearchpeer-review

  6. Published

    Using Deep Reinforcement Learning with Automatic Curriculum Learning for Mapless Navigation in Intralogistics

    Xue, H., Hein, B., Bakr, M., Schildbach, G., Abel, B. & Rueckert, E., 19 Mar 2022, In: Applied Sciences : open access journal. 12.2022, 6, 30 p., 3153.

    Research output: Contribution to journalArticleResearchpeer-review

  7. Published

    Machine Learning Techniques Application for Real-Time Drilling Hydraulic Optimization

    Elmgerbi, A., Thonhauser, G., Nascimento, A. & Chuykov, E., 21 Feb 2022.

    Research output: Contribution to conferencePaper

  8. Published

    DETECTING DOWNHOLE DRILLING EVENTS

    Elmgerbi, A. & Thonhauser, G., 3 Feb 2022, IPC No. E21B 47/ 06 A I, Patent No. WO2022022812, Priority date 28 Jul 2020, Priority No. WO2020EP71284

    Research output: Patent

  9. 2021
  10. Published

    A high-accuracy, low-budget Sensor Glove for Trajectory Model Learning

    Denz, R., Demirci, R., Cansev, M. E., Bliek, A., Beckerle, P., Rueckert, E. & Rottmann, N., 6 Dec 2021, In: Proceedings of the International Conference on Advanced Robotics. p. 1109-1115 7 p.

    Research output: Contribution to journalConference articlepeer-review

  11. Published

    Implementing the autonomous adaptive algorithm to manage ESP operation in harsh reservoir conditions

    Antonic, M., Solesa, M., Thonhauser, G., Aleksic, M. & Zolotukhin, A., 25 Nov 2021.

    Research output: Contribution to conferencePaperpeer-review

  12. Published

    Using Probabilistic Movement Primitives in Analyzing Human Motion Differences Under Transcranial Current Stimulation

    Xue, H., Herzog, R., Berger, T. M., Bäumer, T., Weissbach, A. & Rueckert, E., 14 Sept 2021, In: Frontiers in robotics and AI. 8.2021, 18 p., 721890.

    Research output: Contribution to journalArticleResearchpeer-review

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