Physics-informed model-based reinforcement learning (PI-MBRL) to control building heating systems in low training data regimes

Muhammad Hafeez Saeed, Hussain Syed Kazmi, Geert Deconinck. Physics-informed model-based reinforcement learning (PI-MBRL) to control building heating systems in low training data regimes. In Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys 2023, Istanbul, Turkey, November 15-16, 2023. pages 300-302, ACM, 2023. [doi]

@inproceedings{SaeedKD23,
  title = {Physics-informed model-based reinforcement learning (PI-MBRL) to control building heating systems in low training data regimes},
  author = {Muhammad Hafeez Saeed and Hussain Syed Kazmi and Geert Deconinck},
  year = {2023},
  doi = {10.1145/3600100.3626270},
  url = {https://doi.org/10.1145/3600100.3626270},
  researchr = {https://researchr.org/publication/SaeedKD23},
  cites = {0},
  citedby = {0},
  pages = {300-302},
  booktitle = {Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys 2023, Istanbul, Turkey, November 15-16, 2023},
  publisher = {ACM},
}