Concept and control optimisation for collective heating and cooling in apartment buildings : contributions towards optimal supply temperature control and tailored selection recommendations
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Antwerp, University of Antwerp, Faculty of Applied Engineering, 2025,xxii, 240 p.
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
Model-free deep reinforcement learning for adaptive supply temperature control in collective space heating systems
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ACM Transactions on Intelligent Systems and Technology (TIST) - ISSN 2157-6904-16:2 (2025) p. 1-31
Improving the learning process of deep reinforcement learning agents operating in collective heating environments
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Applied energy - ISSN 0306-2619-384 (2025) p. 1-15