Federated proximal policy optimization with action masking : application in collective heating systems
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Energy and AI - ISSN 2666-5468-20 (2025) p. 1-14
Real-world implementation of offline model-free reinforcement learning for thermostat control
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2025 IEEE International Conference on Mechatronics (ICM), 28 February - 02 March, 2025, Wollongong, Australia- () p. 1-6
A hybrid predictive modeling approach for catalyzed polymerization reactors
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Chemical engineering journal advances - ISSN 2666-8211-20 (2024) p. 1-9
A comparative study of data-driven offline reinforcement learning for fed-batch process control
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ESCAPE34/PSE24 : proceedings of the 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering, June 2-6, 2024, Florence, Italy-53 (2024) p. 3157-3162
Simulation and quantitative analysis of Raman spectra in chemical processes with autoencoders
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Chemometrics and intelligent laboratory systems - ISSN 0169-7439-248 (2024) p. 1-10