Multi-Agent Deep Reinforcement Learning-Based HVAC and Electrochromic Window Control Framework

Deep reinforcement learning (DRL)-based HVAC control has shown clear advantages over rule-based and model predictive methods. However, most prior studies remain limited to HVAC-only optimization or simple coordination with operable windows. Such approaches do not adequately address buildings with fi...

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Bibliographic Details

Published in:	Buildings
Main Authors:	Hongjian Chen, Duoyu Sun, Yuyu Sun, Yong Zhang, Huan Yang
Format:	Article
Language:	English
Published:	MDPI AG 2025-08-01
Subjects:	building energy saving multi-agent deep reinforcement learning electrochromic window control methods
Online Access:	https://www.mdpi.com/2075-5309/15/17/3114