Experimental Results of a Disturbance Compensating Q-learning Controller for HVAC Systems. - Syed Ali Asad Rizvi; Amanda J. Pertzborn (ACC, 2022)

Reinforcement Learning Based Optimal Tracking Control Under Unmeasurable Disturbances With Application to HVAC Systems. - Syed Ali Asad Rizvi; Amanda J. Pertzborn; Zongli Lin (IEEE Trans. Neural Networks Learn. Syst., 2022)

Development of a Hardware-in-theloop Testbed for Laboratory Performance Verification of Flexible Building Equipment in Typical Commercial Buildings. - Zhelun Chen; Jin Wen; Steven T. Bushby; L. James Lo; Zheng O'Neill; W. Vance Payne; Amanda J. Pertzborn; Caleb Calfa; Yangyang Fu; Gabriel Grajewski; Yicheng Li; Zhiyao Yang (CoRR, 2023)

Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility. - Syed Ali Asad Rizvi; Amanda J. Pertzborn; Zongli Lin (IEEE CAA J. Autom. Sinica, 2023)