Multi-source Transfer Learning Method for Enhancing the Deployment of Deep Reinforcement Learning in Multi-Zone Building HVAC Control

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Enhancing HVAC energy management through multi-zone occupant-centric approach: A multi-agent deep reinforcement learning solution

Liu, Xuebo / Wu, Yingying / Wu, Hongyu | Elsevier | 2023

Multi-agent deep reinforcement learning based HVAC control for multi-zone buildings considering zone-energy-allocation optimization

Xue, Wenping / Jia, Ning / Zhao, Mengtao | Elsevier | 2025

Optimal control method of HVAC based on multi-agent deep reinforcement learning

Fu, Qiming / Chen, Xiyao / Ma, Shuai et al. | Elsevier | 2022

Modelling building HVAC control strategies using a deep reinforcement learning approach

Nguyen, Anh Tuan / Pham, Duy Hoang / Oo, Bee Lan et al. | Elsevier | 2024