DRL-S: Toward safe real-world learning of dynamic thermal management in data center. - Qingang Zhang; Chin-Boon Chng; Kaiqi Chen; Poh-Seng Lee; Chee-Kong Chui (Expert Syst. Appl., 2023)

Uncertainty-Aware Online Learning of Dynamic Thermal Control in Data Center with Imperfect Pretrained Models. - Qingang Zhang; Chin-Boon Chng; Chee-Kong Chui; Poh-Seng Lee (Expert Syst. Appl., 2024)

Residual Physics and Post-Posed Shielding for Safe Deep Reinforcement Learning Method. - Qingang Zhang; Muhammad Haiqal Bin Mahbod; Chin-Boon Chng; Poh-Seng Lee; Chee-Kong Chui (IEEE Trans. Cybern., 2024)