One for Many: Transfer Learning for Building HVAC Control

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One for Many: Transfer Learning for Building HVAC Control

9 August 2020

Zheng O’Neill

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Papers citing "One for Many: Transfer Learning for Building HVAC Control"

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Title
Continual Reinforcement Learning for HVAC Systems Control: Integrating Hypernetworks and Transfer Learning Gautham Udayakumar Bekal Ahmed Ghareeb Ashish Pujari AI4CE 82 0 0 24 Mar 2025
Joint Differentiable Optimization and Verification for Certified Reinforcement Learning Yixuan Wang S. Zhan Zhilu Wang Chao Huang Zhaoran Wang Zhuoran Yang Qi Zhu 56 23 0 28 Jan 2022
Co-designing Intelligent Control of Building HVACs and Microgrids Rumia Masburah Sayani Sinha R. L. Jana Soumyajit Dey Qi Zhu AI4CE 26 3 0 18 Jul 2021
Learning-based Framework for Sensor Fault-Tolerant Building HVAC Control with Model-assisted Learning Shichao Xu Yangyang Fu Yixuan Wang Zheng O’Neill Qi Zhu AI4CE 55 17 0 27 Jun 2021
Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization Lixu Wang Shichao Xu Ruiqi Xu Tianlin Li Qi Zhu AAML 113 48 0 13 Jun 2021
Data-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: simulations and experiments B. Svetozarevic C. Baumann S. Muntwiler L. Di Natale Melanie Zeilinger Philipp Heer AI4CE 47 37 0 02 Mar 2021