Multiagent Hierarchical Deep Reinforcement Learning for Operation Optimization of Grid-Interactive Efficient Commercial Buildings. - Zhiqiang Chen 003; Liang Yu 001; Shuang Zhang; Shushan Hu; Chao Shen 001 (IEEE Trans. Artif. Intell., 2024)

Online Operation Optimization for Hydrogen-Based Building Energy Systems Under Uncertainties. - Liang Yu 001; Dong Yue 001; Zhiqiang Chen 003; Shuang Zhang; Zhanbo Xu; Xiaohong Guan (IEEE Trans. Smart Grid, 2024)

Coordinated Operation Optimization of Grid-Interactive Residential Buildings Based on Neural Network-Assisted Hierarchical Model Predictive Control. - Liang Yu 001; Zhiqiang Chen 003; Dong Yue 001; Yujian Ye; Goran Strbac; Yi Wang 022 (IEEE Trans Autom. Sci. Eng., 2025)

HMPC-assisted Adversarial Inverse Reinforcement Learning for Smart Home Energy Management. - Jiadong He; Liang Yu 001; Zhiqiang Chen 003; Dawei Qiu; Dong Yue 001; Goran Strbac; Meng Zhang 011; Yujian Ye; Yi Wang 022 (CoRR, 2025)

Reliability and Comfort-Aware Operation Optimization for Hydrogen-Based Building Energy Systems in Off-Grid Mode. - Zhiqiang Chen 003; Liang Yu 001; Ming Chen; Dong Yue 001; Tingjun Zhang; Yujian Ye; Goran Strbac; Meng Zhang 011 (IEEE Trans. Smart Grid, 2025)

Optimization of Energy and Carbon Emissions in Integrated Energy System Based on Deep Reinforcement Learning Assisted by Large Language Model. - Liang Zhang; Dong Yue 001; Gerhard P. Hancke 001; Chunxia Dou; Liang Yu 001; Zhiqiang Chen 003 (IEEE Trans. Ind. Informatics, 2025)