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Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility

Syed Ali Asad Rizvi Amanda J.Pertzborn Zongli Lin

自动化学报（英文版）2023，Vol.10Issue(8)：1704-1715,12.

自动化学报（英文版）2023，Vol.10Issue(8)：1704-1715,12.DOI:10.1109/JAS.2023.123624

Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility

Syed Ali Asad Rizvi ¹Amanda J.Pertzborn ²Zongli Lin³

作者信息

1. Department of Electrical and Computer Engineering, Tennessee Technological University, Cookeville, TN 38505 USA
2. Mechanical Systems and Controls Group in the Building Energy and Environment Division at the National Institute of Standards and Technology (NIST), Gaithersburg, MD 20899 USA
3. Charles L. Brown Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA 22904-4743 USA
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摘要

关键词

HVAC control/optimal tracking/Q-learning/rein-forcement learning(RL)

Key words

HVAC control/optimal tracking/Q-learning/rein-forcement learning(RL)

引用本文复制引用

Syed Ali Asad Rizvi,Amanda J.Pertzborn,Zongli Lin..Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility[J].自动化学报（英文版）,2023,10(8):1704-1715,12.

基金项目

This work was supported in part by NIST(70NANB18H161).Recommended by Associate Editor Qing-Long Han.(Corresponding author:Zongli Lin.) （70NANB18H161）

自动化学报（英文版）

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ISSN：2329-9266

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