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Cited by
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Since 2019
Citations
96
96
h-index
3
3
i10-index
1
1
0
60
30
2021
2022
2023
2024
2
27
51
16
Public access
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2 articles
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Co-authors
Xiufeng Liu
Department of Technology, Management and Economics, Technical University of Denmark
Verified email at dtu.dk
lizhen huang
Norwegian university of sience and technology
Verified email at ntnu.no
Fabian Scheller
Professor, Technical University of Applied Sciences Würzburg-Schweinfurt
Verified email at thws.de
Yifeng Zeng
Professor, Northumbria University, UK
Verified email at northumbria.ac.uk
Philipp Andreas Gunkel
PhD student
Verified email at dtu.dk
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Marco Biemann
Technical University of Denmark
(DTU)
Verified email at dtu.dk
Reinforcement learning
Energy management
Articles
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Year
Experimental evaluation of model-free reinforcement learning algorithms for continuous HVAC control
M Biemann, F Scheller, X Liu, L Huang
Applied Energy 298, 117164
, 2021
87
2021
Addressing partial observability in reinforcement learning for energy management
M Biemann, X Liu, Y Zeng, L Huang
Proceedings of the 8th ACM International Conference on Systems for Energy …
, 2021
6
2021
Data Center HVAC Control Harnessing Flexibility Potential via Real-Time Pricing Cost Optimization Using Reinforcement Learning
M Biemann, PA Gunkel, F Scheller, L Huang, X Liu
IEEE Internet of Things Journal 10 (15), 13876-13894
, 2023
3
2023
Reinforcement learning to improve flexibility of building energy management
M Biemann
Technical University of Denmark
, 2023
2023
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