Akademischer Abschluss oder Titel:
M.Sc. Technical University of Cluj-Napoca, Artificiall Intelligence and Computer Vision (2009-2011)
B.Eng. Technical University of Cluj-Napoca, Automation and Computer Science (2005-2009)
Publikationen und Kongressbeiträge:
- G. Lisca, C. Prodaniuc, T. Grauschopf and C. Axenie, "Less Is More: Learning Insights From a Single Motion Sensor for Accurate and Explainable Soccer Goalkeeper Kinematics," in IEEE Sensors Journal, vol. 21, no. 18, pp. 20375-20387, 15 Sept.15, 2021, doi: 10.1109/JSEN.2021.3094929. (► Link)
- Reinforcement learning estimates muscle activation. Lisca, G., Axenie, C., Grauschopf, T., & Senner, V. In 14 Symposium der DVS-Sektion Sportinformatik und Sporttechnologie (Spinfortec2022), 2022. DVS - Deutsche Vereinigung für Sportwissenschaft, Sektion „Sportinformatik und Sporttechnologie“.
Projekte:
Aktuell
Seit 2020: Reinforcement learning for the estimation of muscle activation during gait
Vergangenheit
2019-2021: ZIM PERSEUS
Betreute Studienarbeiten:
- N.A.
Lehrveranstaltungen / Mitarbeit Lehre:
- Artificial intelligence and machine learning (lecturer)
- Virtual and augmented reality (teaching assistant)
Promotionsvorhaben:
Titel
Deep reinforcement learning for the control of the musculoskeletal model of the human body
Beginn
2021
Fakultät
TUM School of Engineering and Design
Doktorvater/-mutter
Mentor*in
Dr. Cristian Axenie