Deep reinforcement learning with online data augmentation to improve sample efficiency for intelligent HVAC control

Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi. Deep reinforcement learning with online data augmentation to improve sample efficiency for intelligent HVAC control. In Jorge Ortiz 0001, editor, Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys 2022, Boston, Massachusetts, November 9-10, 2022. pages 479-483, ACM, 2022. [doi]

Abstract

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