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eess.SY2024
Optimal Management of Grid-Interactive Efficient Buildings via Safe Reinforcement Learning
Xiang Huo, Boming Liu, Jin Dong +2
Reinforcement learning (RL)-based methods have achieved significant success in managing grid-interactive efficient buildings (GEBs). However, RL does not carry intrinsic guarantees…
eess.SY2024
A Review of Scalable and Privacy-Preserving Multi-Agent Frameworks for Distributed Energy Resources
Xiang Huo, Hao Huang, Katherine R. Davis +2
Distributed energy resources (DERs) are gaining prominence due to their advantages in improving energy efficiency, reducing carbon emissions, and enhancing grid resilience. Despite…