Publications

X Author: Mario Bergés

2024

Prakash, Anand, Flavia deAndrade Pereira, Mario Bergés, Marco Pritoni, and Burcu Akinci."Ontologies at Work: Analyzing Information Requirements for Model Predictive Control in Buildings."Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (2024) 214-218. DOI

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

2022

Becerik-Gerber, Burçin, Gale Lucas, Ashrant Aryal, Mohamad Awada, Mario Bergés, Sarah L Billington, Olga Boric-Lubecke, Ali Ghahramani, Arsalan Heydarian, Farrokh Jazizadeh, Ruying Liu, Runhe Zhu, Frederick Marks, Shawn Roll, Mirmahdi Seyedrezaei, John E Taylor, Christoph Höelscher, Azam Khan, Jared Langevin, Matthew Louis Mauriello, Elizabeth Murnane, Haeyoung Noh, Marco Pritoni, Davide Schaumann, and Jie Zhao."Ten questions concerning human-building interaction research for improving the quality of life."Building and Environment 226 (2022) 109681. DOI
Becerik-Gerber, Burçin, Gale Lucas, Ashrant Aryal, Mohamad Awada, Mario Bergés, Sarah L Billington, Olga Boric-Lubecke, Ali Ghahramani, Arsalan Heydarian, Christoph Höelscher, Farrokh Jazizadeh, Azam Khan, Jared Langevin, Ruying Liu, Frederick Marks, Matthew Louis Mauriello, Elizabeth Murnane, Haeyoung Noh, Marco Pritoni, Shawn Roll, Davide Schaumann, Mirmahdi Seyedrezaei, John E Taylor, Jie Zhao, and Runhe Zhu."The field of human building interaction for convergent research and innovation for intelligent built environments."Scientific Reports 12.1 (2022). DOI

2020

Chen, Bingqing, Jonathan Francis, Marco Pritoni, Soummya Kar, and Mario Bergés."COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility."Proceedings 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."Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities (2020). DOI