Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Addressing partial observability in reinforcement learning for energy management
Biemann, M., Liu, X., Zeng, Y. & Huang, L., 2021, Proceedings of the 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. p. 324-328 5 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile121 Downloads (Pure) -
Experimental evaluation of model-free reinforcement learning algorithms for continuous HVAC control
Biemann, M., Scheller, F., Liu, X. & Huang, L., 2021, In: Applied Energy. 298, 117164.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile131 Downloads (Pure)
Projects
- 1 Finished
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Reinforcement Learning for Automous Building Energy Management
Biemann, M., Liu, X. & Huang, L.
01/12/2019 → 30/11/2022
Project: PhD