Federated proximal policy optimization with action masking : application in collective heating systems
Source
Energy and AI - ISSN 2666-5468-20 (2025) p. 1-14
Real-world implementation of offline model-free reinforcement learning for thermostat control
Source
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
Source
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
Source
Applied energy - ISSN 0306-2619-384 (2025) p. 1-15
Grouped charging of decentralised storage to efficiently control collective heating systems : limitations and opportunities
Source
Energies - ISSN 1996-1073-16:8 (2023) p. 1-28