Kingsley Nweye

16 papers Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
EVLearn: extending the cityLearn framework with electric vehicle simulation.
Energy Inform.
Tiago Fonseca, Luis Lino Ferreira, Bernardo Cabral, Ricardo Severino, Kingsley Nweye, Dipanjan Ghose, Zoltán Nagy
2025 — conf
The CityLearn Challenge: Four Years of Advancing Common Task Frameworks for Energy Management in Smart Buildings.
e-Energy
Zoltán Nagy, Kingsley Nweye
2024 J jnl
Applications in CityLearn Gym Environment for Multi-Objective Control Benchmarking in Grid-Interactive Buildings and Districts.
CoRR
Kingsley Nweye, Zoltán Nagy
2024 J jnl
CityLearn v2: Energy-flexible, resilient, occupant-centric, and carbon-aware management of grid-interactive communities.
CoRR
Kingsley Nweye, Kathryn Kaspar, Giacomo Buscemi, Tiago Fonseca, Giuseppe Pinto, Dipanjan Ghose, Satvik Duddukuru, Pavani Pratapa, Han Li, Javad Mohammadi, Luis Lino Ferreira, Tianzhen Hong, Mohamed Ouf, Alfonso Capozzoli, Zoltán Nagy
2024 J jnl
EVLearn: Extending the CityLearn Framework with Electric Vehicle Simulation.
CoRR
Tiago Fonseca, Luis Lino Ferreira, Bernardo Cabral, Ricardo Severino, Kingsley Nweye, Dipanjan Ghose, Zoltán Nagy
2023 — conf
CityLearn v2: An OpenAI Gym environment for demand response control benchmarking in grid-interactive communities.
BuildSys
Kingsley Nweye, Kathryn Kaspar, Giacomo Buscemi, Giuseppe Pinto, Han Li, Tianzhen Hong, Mohamed Ouf, Alfonso Capozzoli, Zoltán Nagy
2023 — conf
Heterogeneous Multi-Agent Reinforcement Learning for Grid-Interactive Communities.
BuildSys
Allen Wu, Kingsley Nweye, Zoltán Nagy
2023 J jnl
MERLIN: Multi-agent offline and transfer learning for occupant-centric energy flexible operation of grid-interactive communities using smart meter data and CityLearn.
CoRR
Kingsley Nweye, Siva Sankaranarayanan, Zoltán Nagy
2023 — conf
SCALEX: SCALability EXploration of Multi-Agent Reinforcement Learning Agents in Grid-Interactive Efficient Buildings.
BuildSys
Yara Almilaify, Kingsley Nweye, Zoltán Nagy
2022 J jnl
Data-Driven Key Performance Indicators and Datasets for Building Energy Flexibility: A Review and Perspectives.
CoRR
Han Li, Hicham Johra, Flavia de Andrade Pereira, Tianzhen Hong, Jérôme Le Dreau, Anthony Maturo, Mingjun Wei, Yapan Liu, Ali Saberi-Derakhtenjani, Zoltán Nagy, Anna Marszal-Pomianowska, Donal Finn, Shohei Miyata, Kathryn Kaspar, Kingsley Nweye, Zheng O'Neill, Fabiano Pallonetto, Bing Dong
2022 — conf
Offline training of multi-agent reinforcement agents for grid-interactive buildings control.
e-Energy
Kingsley Nweye, Zoltán Nagy, Bo Liu, Peter Stone
2021 J jnl
MARTINI: Smart Meter Driven Estimation of HVAC Schedules and Energy Savings Based on WiFi Sensing and Clustering.
CoRR
Kingsley Nweye, Zoltán Nagy
2021 J jnl
Real-world challenges for reinforcement learning in building control.
CoRR
Zoltán Nagy, Kingsley Nweye
2021 — conf
The CityLearn Challenge 2022: Overview, Results, and Lessons Learned.
NeurIPS (Competition and Demos)
Kingsley Nweye, Zoltán Nagy, Sharada P. Mohanty, Dipam Chakraborty, Siva Sankaranarayanan, Tianzhen Hong, Sourav Dey, Gregor Henze, Ján Drgona, Fangquan Lin, Wei Jiang, Hanwei Zhang, Zhongkai Yi, Jihai Zhang, Cheng Yang, Matthew Motoki, Sorapong Khongnawang, Michael Ibrahim, Abilmansur Zhumabekov, Daniel May, Zhihu Yang, Xiaozhuang Song, Han Zhang, Xiaoning Dong, Shun Zheng, Jiang Bian
2020 — conf
HVAC Scheduling based on Wi-Fi derived Occupancy.
BuildSys
Kingsley Nweye, Zoltán Nagy
2020 — conf
Impact of COVID-19 on Academic Campus Energy Use.
BuildSys
Kingsley Nweye, Zoltán Nagy