Team > Florian Fischer, M.Sc.
Faculty of Mathematics, Physics and Computer Science
Chair of Serious Games
Research Areas
- Optimal Control Methods for Human-Computer Interaction
- (Deep) Reinforcement Learning
- System Identification & IRL
Faculty of Mathematics, Physics and Computer Science
Chair of Serious Games
Publications
Article in a journal (peer-reviewed)
Klar, Markus; Fischer, Florian; Fleig, Arthur; Bachinski, Miroslav; Müller, Jörg
Simulating Interaction Movements via Model Predictive Control
in ACM Transactions on Computer-Human Interaction vol. 30 (2023) issue 3
doi:10.1145/3577016 ...
Fischer, Florian; Fleig, Arthur; Klar, Markus; Müller, Jörg
Optimal Feedback Control for Modeling Human-Computer Interaction
in ACM Transactions on Computer-Human Interaction vol. 29 (2022) issue 6
doi:10.1145/3524122 ...
Fischer, Florian; Bachynskyi, Myroslav; Klar, Markus; Fleig, Arthur; Müller, Jörg
Reinforcement learning control of a biomechanical model of the upper extremity
in Scientific Reports vol. 11 (2021)
doi:10.1038/s41598-021-93760-1 ...
Article in a journal (not peer-reviewed)
Murray-Smith, Roderick; Oulasvirta, Antti; Howes, Andrew; Müller, Jörg; Ikkala, Aleksi; Bachinski, Miroslav; Fleig, Arthur; Fischer, Florian; Klar, Markus
What simulation can do for HCI research
in Interactions vol. 29 (2022) issue 6. - pp. 48-53
doi:10.1145/3564038 ...
Article in a book (peer-reviewed)
Ikkala, Aleksi; Fischer, Florian; Klar, Markus; Bachinski, Miroslav; Fleig, Arthur; Howes, Andrew; Hämäläinen, Perttu; Müller, Jörg; Murray-Smith, Roderick; Ouslavirta, Antti
Breathing life into biomechanical user models
Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology - New York: Association for Computing Machinery, 2022
doi:10.1145/3526113.3545689 ...
Klar, Markus; Fischer, Florian; Fleig, Arthur; Bachinski, Miroslav; Müller, Jörg
Simulating Mid-Air Interaction Trajectories via Model Predictive Control
In: Baumann, Michael Heinrich ; Grüne, Lars ; Jacob, Birgit ; Worthmann, Karl (ed.): Extended Abstracts presented at the 25th International Symposium on Mathematical Theory of Networks and Systems MTNS 2022 : held 12-16 September 2022 in Bayreuth, Germany - Bayreuth, 2022. - pp. 667-670
doi:10.15495/EPub_UBT_00006809 ...
Preprint, postprint, working paper, discussion paper
Fischer, Florian; Fleig, Arthur; Klar, Markus; Paneva, Viktorija; Müller, Jörg
Towards a Deep(er) Understanding of Interaction through Modeling, Simulation, and Optimiza ...
arXiv, 2023. - 8 pp.
doi:10.48550/ARXIV.2302.11409 ...
Fischer, Florian; Fleig, Arthur; Klar, Markus; Grüne, Lars; Müller, Jörg
An Optimal Control Model of Mouse Pointing Using the LQR
Bayreuth, 2020
https://arxiv.org/pdf/2002.11596.pdf
Doctoral thesis
Fischer, Florian
An Optimal Feedback Control Perspective on Human-Computer Interaction
Bayreuth, 2024
doi:10.15495/EPub_UBT_00007451 ...
(thesis, 2024, Universität Bayreuth, Fakultät für Mathematik, Physik und Informatik)
Faculty of Mathematics, Physics and Computer Science
Chair of Serious Games
Florian Fischer, M.Sc.
Research Assistant
Universitätsstraße 30
AI Building, Room 1.50
95447 Bayreuth
Phone: +49 (0)921 / 55-7768
E-mail: florian.j.fischer@uni-bayreuth.de
ResearchGate: Link