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Title:
Recurrent Soft Actor Critic Reinforcement Learning for Demand Response Problems
Document type:
Konferenzbeitrag
Author(s):
Ludolfinger, Ulrich; Zinsmeister, Daniel; Perić, Vedran S.; Hamacher, Thomas; Hauke, Sascha; Martens, Maren
Keywords:
Training; Deep learning; Uncertainty; Buildings; Reinforcement learning; Markov processes; Demand response; Machine Learning; Reinforcement Learning; Partially Observable Markov Decision Process; Recurrent Soft Actor Critic; Home Energy Management; Demand Response
Book / Congress title:
2023 IEEE Belgrade PowerTech
Year:
2023
Pages:
1-6
Fulltext / DOI:
doi:10.1109/PowerTech55446.2023.10202844
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mediaTUM Gesamtbestand
Hochschulbibliographie
2023
Integrated Research Centers
Munich School of Engineering
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Munich Institute of Integrated Materials, Energy and Process Engineering (MEP)
MSE - Prof. Hamacher
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