Team > Dr. Arthur Fleig
![Arthur Fleig](../../../pool/bilder/ai8-fleig-a.jpg)
![Arthur Fleig](../../../pool/bilder/ai8-fleig-a.jpg)
Fakultät für Mathematik, Physik und Informatik
Lehrstuhl für Serious Games
Forschungsschwerpunkte
- Methoden der Optimalsteuerung für die Mensch-Computer Interaktion:
- (Datengetriebene) Modellprädiktive Regelung
- (Deep) Reinforcement Learning
- Akustische Levitation
- Stochastische Prozesse und die Fokker-Planck Gleichung
![Arthur Fleig](../../../pool/bilder/ai8-fleig-a.jpg)
Fakultät für Mathematik, Physik und Informatik
Lehrstuhl für Serious Games
Publikationen
Referierte Beiträge in Zeitschriften (begutachtet)
Klar, Markus; Fischer, Florian; Fleig, Arthur; Bachinski, Miroslav; Müller, Jörg
Simulating Interaction Movements via Model Predictive Control
In: ACM Transactions on Computer-Human Interaction Bd. 30 (2023) Heft 3
doi:10.1145/3577016 ...
Paneva, Viktorija; Fleig, Arthur; Martínez Plasencia, Diego; Faulwasser, Timm; Müller, Jörg
OptiTrap : Optimal Trap Trajectories for Acoustic Levitation Displays
In: ACM Transactions on Graphics Bd. 41 (2022) Heft 5. - S. 1-14
doi:10.1145/3517746 ...
Fischer, Florian; Fleig, Arthur; Klar, Markus; Müller, Jörg
Optimal Feedback Control for Modeling Human-Computer Interaction
In: ACM Transactions on Computer-Human Interaction Bd. 29 (2022) Heft 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 Bd. 11 (2021)
doi:10.1038/s41598-021-93760-1 ...
Fleig, Arthur; Grüne, Lars
Strict dissipativity analysis for classes of optimal control problems involving probabilit ...
In: Mathematical Control and Related Fields Bd. 11 (2021) Heft 4. - S. 935-964
doi:10.3934/mcrf.2020053 ...
Fleig, Arthur; Grüne, Lars
On Dissipativity of the Fokker-Planck Equation for the Ornstein-Uhlenbeck Process
In: IFAC-PapersOnLine Bd. 52 (2019) Heft 2. - S. 13-18
doi:10.1016/j.ifacol.2019.08.003 ...
Fleig, Arthur; Grüne, Lars
L²-Tracking of Gaussian Distributions via Model Predictive Control for the Fokker-Planck E ...
In: Vietnam Journal of Mathematics Bd. 46 (2018) . - S. 915-948
doi:10.1007/s10013-018-0309-8 ...
Fleig, Arthur; Guglielmi, Roberto
Optimal Control of the Fokker-Planck Equation with Space-Dependent Controls
In: Journal of Optimization Theory and Applications Bd. 174 (2017) Heft 2. - S. 408-427
doi:10.1007/s10957-017-1120-5 ...
Fleig, Arthur; Guglielmi, Roberto
Bilinear Optimal Control of the Fokker-Planck Equation
In: IFAC-PapersOnLine Bd. 49 (2016) Heft 8. - S. 254-259
doi:10.1016/j.ifacol.2016.07.450 ...
2nd IFAC Workshop on Control of Systems Governed by Partial Differential Equations - CPDE 2016, Bertinoro, Italien
Fleig, Arthur; Grüne, Lars
Estimates on the Minimal Stabilizing Horizon Length in Model Predictive Control for the Fo ...
In: IFAC-PapersOnLine Bd. 49 (2016) Heft 8. - S. 260-265
doi:10.1016/j.ifacol.2016.07.451 ...
2nd IFAC Workshop on Control of Systems Governed by Partial Differential Equations - CPDE 2016, Bertinoro, Italien
Beiträge in Zeitschriften (nicht begutachtet)
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 Bd. 29 (2022) Heft 6. - S. 48-53
doi:10.1145/3564038 ...
Beiträge in Sammelbänden (begutachtet)
Paneva, Viktorija; Fleig, Arthur; Martínez Plasencia, Diego; Faulwasser, Timm; Müller, Jörg
Content Rendering for Acoustic Levitation Displays via Optimal Path Following
Extended Abstracts presented at the 25th International Symposium on Mathematical Theory of Networks and Systems MTNS 2022 : held 12-16 September 2022 in Bayreuth - Bayreuth, 2022
doi:10.15495/EPub_UBT_00006809 ...
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 (Hrsg.): 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. - S. 667-670
doi:10.15495/EPub_UBT_00006809 ...
Fleig, Arthur; Grüne, Lars
Model Predictive Control for the Fokker-Planck equation : analysis and structural insight
In: University of Minnesota (Hrsg.): 22nd International Symposium on Mathematical Theory of Networks and Systems : July 12-15, 2016 (MTNS 2016, Proceedings) - Minneapolis, Minnesota, 2016. - S. 689-690
http://hdl.handle.net/11299/181518
Fleig, Arthur; Grüne, Lars; Guglielmi, Roberto
Some results on Model Predictive Control for the Fokker-Planck equation
MTNS 2014 : 21st International Symposium on Mathematical Theory of Networks and Systems, July 7-11, 2014, Groningen, The Netherlands ; Proceedings - Groningen, 2014. - S. 1203-1206
http://fwn06.housing.rug.nl/mtns2014-papers/extend ...
Preprint, Postprint, Working paper, Diskussionspapier
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 S.
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
Dissertation
Fleig, Arthur
Model Predictive Control for the Fokker--Planck Equation
Bayreuth, 2021. - VI, 145 S.
doi:10.15495/EPub_UBT_00005421 ...
(Dissertation, 2021, Universität Bayreuth, Fakultät für Mathematik, Physik und Informatik)
![Arthur Fleig](../../../pool/bilder/ai8-fleig-a.jpg)
Fakultät für Mathematik, Physik und Informatik
Lehrstuhl für Serious Games
Dr. Arthur Fleig
Wissenschaftlicher Mitarbeiter
Universitätsstraße 30
AI Gebäude, Raum 1.50
95447 Bayreuth
Telefon: +49 (0)921 / 55-7765
E-Mail: arthur.fleig@uni-bayreuth.de
Google Scholar: Link
ResearchGate: Link