| Reinforcement learning in building controls: A comparative study of algorithms considering model availability and policy representation Z Wu, W Zhang, R Tang, H Wang, I Korolija Journal of Building Engineering 90, 2024 | 12 | 2024 |
| Energy efficient operation optimization of building air-conditioners via simulator-assisted asynchronous reinforcement learning W Zhang, Z Zhang IOP Conference Series: Earth and Environmental Science 1048 (1), 012006, 2022 | 5 | 2022 |
| Recommender systems and reinforcement learning for human-building interaction and context aware support: A text mining-driven review of scientific literature W Zhang, M Quintana, C Miller Energy and Buildings 329, 115247, 2025 | 3 | 2025 |
| Field evaluation of body thermoregulation-based dynamic bedroom air temperature control to improve sleep W Zhang, S Schiavon, C Miller Proceedings of the 12th ACM International Conference on Systems for Energy …, 2025 | | 2025 |
| Wrist to Rest: A pilot study to characterize sleep habits and bedroom environments using scalable watch-based microsurveys C Miller, YX Chua, M Frei, W Zhang, GMM Kyaw, TJX Seah, XJ Fan, ... Journal of Physics: Conference Series 3140 (7), 072005, 2025 | | 2025 |
| Bedroom ventilation and air quality during sleep: Insights from a pilot field study in Singapore X Fan, W Zhang, R Mani, C Miller, T Parkinson, JCY Lo, JKW Lee, ... | | |
Clayton MillerSingapore Management UniversityVerified email at smu.edu.sg
