Yue Lei

A practical deep reinforcement learning framework for multivariate occupant-centric control in buildings

Yue Lei, Sicheng Zhan, Eikichi Ono et al. · Applied Energy · 2022 · 92 citations

Artificial Intelligence, Engineering, Deep Reinforcement Learning +7

A hybrid active learning framework for personal thermal comfort models

Zeynep Duygu Tekler, Yue Lei, Yuzhen Peng et al. · Building and Environment · 2023 · 47 citations · Full text

Impact of occupant related data on identification and model predictive control for buildings

Sicheng Zhan, Yue Lei, Yuan Jin et al. · Applied Energy · 2022 · 22 citations

Built Environment, Building Performance, Engineering +7

Experimental evaluation of thermal adaptation and transient thermal comfort in a tropical mixed-mode ventilation context

Yue Lei, Zeynep Duygu Tekler, Sicheng Zhan et al. · Building and Environment · 2023 · 16 citations

Air Conditioning, Engineering, Experimental Evaluation +9

Data-efficient comfort modeling: Active transfer learning for predicting personal thermal comfort using limited data

Zeynep Duygu Tekler, Yue Lei, Adrian Chong · Energy and Buildings · 2024 · 15 citations