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2023
Nagy, Zoltan, Gregor P. Henze, Sourav Dey, Javier Arroyo, Lieve Helsen, Xiangyu Zhang, Bingqing Chen, Kadir Amasyali, Kuldeep Kurte, Ahmed Zamzam, Helia Zandi, Ján Drgoňa, Matias Quintana, Steven McCullogh, June Young Park, Han Li, Tianzhen Hong, Silvio Brandi, Giuseppe Pinto, Alfonso Capozzoli, Draguna Vrabie, Mario Bergés, Kingsley Nweye, Thibault Marzullo, and Andrey Bernstein."Ten questions concerning reinforcement learning for building energy management."Building and Environment
(2023) 110435. DOI
2021
Wang, Zhe, Bingqing Chen, Han Li, and Tianzhen Hong."AlphaBuilding ResCommunity: A multi-agent virtual testbed for community-level load coordination."Advances in Applied Energy
4 (2021) 100061. DOI
2020
Chen, Bingqing, Jonathan Francis, Marco Pritoni, Soummya Kar, and Mario Bergés."COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility."BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationProceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
(2020). DOI
Chen, Bingqing, Ming Jin, Zhe Wang, Tianzhen Hong, and Mario Bergés."Towards Off-policy Evaluation as a Prerequisite for Real-world Reinforcement Learning in Building Control."BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationProceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities
(2020). DOI