Dr. Qiong Huang

Dr. Qiong Huang

  • Karlsruhe Institute of Technology (KIT)
    Institute for Automation and Applied Informatics (IAI)
    Hermann-von-Helmholtz-Platz 1
    76344 Eggenstein-Leopoldshafen
    Fax: +49 721 608 22602
    Building-No.: 445 / 449 / 668

Publications


2026
JüKa BuilData: Homogenized Heterogeneous Data from Building Operation
Butt, H. S.; Reckel, J. M.; Zimmer, M.; Huang, Q.; Phipps, K.; El Ashhab, H.; Wachter, J. L.; Spatafora, L.; Waczowicz, S.; Benigni, A.; Carta, D.; Hagenmeyer, V.; Schäfer, B.
2026, February 27. doi:10.21227/hew5-tf49
Deep Reinforcement Learning for Price-Aware Building Heating Control
Huang, Q.; Assmuth, A. T.; Langner, F.; Schäfer, B.; Hagenmeyer, V.
2026. KI - Künstliche Intelligenz, 1. doi:10.1007/s13218-026-00908-0
2025
A Reinforcement Learning Framework for AI-Driven Control of Validated White-Box Building Models
Cheng, H.; Huang, Q.; Çakmak, H. K.; Schäfer, B.
2025, June. Helmholtz AI Conference: AI for Science (HAICON 2025), Karlsruhe, Germany, June 3–5, 2025
2024
Explainable Reinforcement Learning for Optimizing Electricity Costs in Building Energy Management
Butt, H. S.; Huang, Q.; Schäfer, B.
2024. 2024 3rd International Conference on Energy Transition in the Mediterranean Area (SyNERGY MED), Limassol, Cyprus, 21-23 October 2024, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SyNERGYMED62435.2024.10799400