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Works (10)

CityLearn v2: energy-flexible, resilient, occupant-centric, and carbon-aware management of grid-interactive communities

Journal of Building Performance Simulation
2025-01-02 | Journal article
DOI: 10.1080/19401493.2024.2418813
Contributors: Kingsley Nweye; Kathryn Kaspar; Giacomo Buscemi; Tiago Fonseca; Giuseppe Pinto; Dipanjan Ghose; Satvik Duddukuru; Pavani Pratapa; Han Li; Javad Mohammadi et al.
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Effects of occupant thermostat preferences and override behavior on residential demand response in CityLearn

Energy and Buildings
2024-12 | Journal article
DOI: 10.1016/j.enbuild.2024.114830
Contributors: Kathryn Kaspar; Kingsley Nweye; Giacomo Buscemi; Alfonso Capozzoli; Zoltan Nagy; Giuseppe Pinto; Ursula Eicker; Mohamed M. Ouf
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CityLearn v2: An OpenAI Gym environment for demand response control benchmarking in grid-interactive communities

2023-11-15 | Conference paper
DOI: 10.1145/3600100.3626257
Contributors: Kingsley Nweye; Kathryn Kaspar; Giacomo Buscemi; Giuseppe Pinto; Han Li; Tianzhen Hong; Mohamed Ouf; Alfonso Capozzoli; Zoltan Nagy
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Heterogeneous Multi-Agent Reinforcement Learning for Grid-Interactive Communities

2023-11-15 | Conference paper
DOI: 10.1145/3600100.3626276
Contributors: Allen Wu; Kingsley Nweye; Zoltan Nagy
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SCALEX: SCALability EXploration of Multi-Agent Reinforcement Learning Agents in Grid-Interactive Efficient Buildings

2023-11-15 | Conference paper
DOI: 10.1145/3600100.3623749
Contributors: Yara Almilaify; Kingsley Nweye; Zoltan Nagy
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MERLIN: Multi-agent offline and transfer learning for occupant-centric operation of grid-interactive communities

Applied Energy
2023-09 | Journal article
DOI: 10.1016/j.apenergy.2023.121323
Contributors: Kingsley Nweye; Siva Sankaranarayanan; Zoltan Nagy
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How spatio-temporal resolution impacts urban energy calibration

Energy and Buildings
2023-08 | Journal article
DOI: 10.1016/j.enbuild.2023.113175
Contributors: Aysegul Demir Dilsiz; Kingsley E. Nweye; Allen J. Wu; Jérôme H. Kämpf; Filip Biljecki; Zoltan Nagy
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Real-world challenges for multi-agent reinforcement learning in grid-interactive buildings

Energy and AI
2022-11 | Journal article
DOI: 10.1016/j.egyai.2022.100202
Contributors: Kingsley Nweye; Bo Liu; Peter Stone; Zoltan Nagy
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Design, fabrication, and calibration of the Building EnVironment and Occupancy (BEVO) Beacon: A rapidly-deployable and affordable indoor environmental quality monitor

Building and Environment
2022-08 | Journal article
DOI: 10.1016/j.buildenv.2022.109432
Contributors: Hagen Fritz; Sepehr Bastami; Calvin Lin; Kingsley Nweye; Tung To; Lauren Chen; Dung Le; Angelina Ibarra; Wendy Zhang; June Young Park et al.
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MARTINI: Smart meter driven estimation of HVAC schedules and energy savings based on Wi-Fi sensing and clustering

Applied Energy
2022-06 | Journal article
DOI: 10.1016/j.apenergy.2022.118980
Contributors: Kingsley Nweye; Zoltan Nagy
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Peer review (6 reviews for 1 publication/grant)

Review activity for Energy and buildings. (6)
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