Search Results - "Pertzborn, Amanda J."

Reinforcement Learning Based Optimal Tracking Control Under Unmeasurable Disturbances With Application to HVAC Systems by Rizvi, Syed Ali Asad, Pertzborn, Amanda J., Lin, Zongli

“…This paper presents the design of an optimal controller for solving tracking problems subject to unmeasurable disturbances and unknown system dynamics using…”
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Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility by Asad Rizvi, Syed Ali, Pertzborn, Amanda J., Lin, Zongli

“…We present the development of a bias compensating reinforcement learning (RL) algorithm that optimizes thermal comfort (by minimizing tracking error) and…”
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Experimental Results of a Disturbance Compensating Q-learning Controller for HVAC Systems by Asad Rizvi, Syed Ali, Pertzborn, Amanda J.

“…We present the experimental results of our recently proposed disturbance compensating Q-learning algorithm that learns the optimal setpoints for a building…”
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