- Pracovné zaradenie:
- Doktorand
- Oddelenie:
- Oddelenie informatizácie a riadenia procesov (OIaRP)
- Miestnosť:
- NB 662
- eMail:
- Webová stránka:
- https://www.uiam.sk/~valabek/
- Telefón:
- +421 59 325 35
- ORCID iD:
- 0009-0006-9201-3651
- Dostupnosť:
Publikácie
Článok v časopise
- P. Valábek – M. Horváthová – G. Pannocchia – M. Klaučo: Experimental Validation of Deep Koopman MPC for Real-Time Pasteurization Unit Control. Control Engineering Practice, zv. 167, 2026.
Príspevok na konferencii
- M. Horváthová – P. Valábek – K. Kiš – L. Galčíková: Experimental Application of Stochastic Approximated MPC. Editor(i): R. Paulen and M. Fikar and J. Oravec, V Proceedings of the 2025 25th International Conference on Process Control, IEEE, str. 130–135, 2025.
- P. Valábek – K. Kiš – M. Kalúz – M. Klaučo: Nearly-Optimal Explicit NMPC Control Law Generated by Reinforcement Learning. 2025.
- P. Valábek – J. Vargan – R. Paulen: Adaptive Optimal Control of Lettuce Growth in Greenhouses Using Sensitivity-Driven Measurement Collection. V 14th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems, Elsevier, str. 516–521, 2025. Zenodo
- P. Valábek – M. Wadinger – M. Kvasnica – M. Klaučo: Deep Dictionary-Free Method for Identifying Linear Model of Nonlinear System with Input Delay. Editor(i): R. Paulen and M. Fikar and J. Oravec, V Proceedings of the 2025 25th International Conference on Process Control, IEEE, str. 13–18, 2025.
- D. Dzurková – P. Valábek – O. Mészáros – M. Kalúz – M. Klaučo: Approximated Explicit NMPC via Reinforcement Learning for Homomorphically Encrypted Process Control. V 63rd Conference on Decision and Control, IEEE, Milan, Italy, 2024.
- M. Klaučo – P. Valábek: Application of Machine Learning in Accelerating MPC for Chemical Processes. V 12th IFAC Symposium on Advanced Control of Chemical Processes, 2024. Zenodo
- P. Valábek – M. Fikar – M. Klaučo: Enhancing Closed-Loop Performance in Manufacturing Processes Using Universal Controller Tuning for Industrial Practice. V 12th IFAC Symposium on Advanced Control of Chemical Processes, str. 375–380, 2024. Zenodo
- P. Valábek – M. Klaučo: Generation of MPC-like Explicit Control Laws with Reinforcement Machine Learning. Editor(i): R. Paulen and M. Fikar, V Proceedings of the 24th International Conference on Process Control - Summaries Volume, Slovak Chemical Library, Slovak University of Technology in Bratislava, Radlinského 9, SK812-37, Bratislava, Slovakia, 2023. Zenodo
Diplomová práca
- P. Valábek: Generation of Explicit Control Laws with Reinforcement Learning. Diplomová práca, ÚIAM FCHPT STU v Bratislave, Radlinského 9, 812 37 Bratislava, 2023.
Bakalárska práca
- P. Valábek: Bezdotykové ovládanie zariadení gestami rúk. Bakalárska práca, ÚIAM FCHPT STU v Bratislave, Radlinského 9, 812 37 Bratislava, 2021.
Ústav informatizácie, automatizácie a matematiky vznikol 1.1.2006 spojením Katedry informatizácie a riadenia procesov a Katedry matematiky.
Najnovšie príspevky
- Doktorandka IAM na letnej škole v Leuven22.6.2026 14:53
- Promócie absolventov IAM 202622.6.2026 14:48
- Ocenené diplomové práce absolventov IAM22.6.2026 14:33
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