Kingsley Nweye

According to our database, Kingsley Nweye authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

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

CoRR, 2024

EVLearn: Extending the CityLearn Framework with Electric Vehicle Simulation.

Tiago Fonseca, Luis Lino Ferreira, Bernardo Cabral, Ricardo Severino, Kingsley Nweye, Dipanjan Ghose, Zoltán Nagy

CoRR, 2024

2023

MERLIN: Multi-agent offline and transfer learning for occupant-centric energy flexible operation of grid-interactive communities using smart meter data and CityLearn.

Kingsley Nweye, Siva Sankaranarayanan, Zoltán Nagy

CoRR, 2023

Heterogeneous Multi-Agent Reinforcement Learning for Grid-Interactive Communities.

Allen Wu, Kingsley Nweye, Zoltán Nagy

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

CityLearn v2: An OpenAI Gym environment for demand response control benchmarking in grid-interactive communities.

Kingsley Nweye, Kathryn Kaspar, Giacomo Buscemi, Giuseppe Pinto, Han Li, Tianzhen Hong, Mohamed Ouf, Alfonso Capozzoli, Zoltán Nagy

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

SCALEX: SCALability EXploration of Multi-Agent Reinforcement Learning Agents in Grid-Interactive Efficient Buildings.

Yara Almilaify, Kingsley Nweye, Zoltán Nagy

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

2022

Offline training of multi-agent reinforcement agents for grid-interactive buildings control.

Kingsley Nweye, Zoltán Nagy, Bo Liu, Peter Stone

Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

2021

Real-world challenges for reinforcement learning in building control.

Zoltán Nagy, Kingsley Nweye

CoRR, 2021

MARTINI: Smart Meter Driven Estimation of HVAC Schedules and Energy Savings Based on WiFi Sensing and Clustering.

Kingsley Nweye, Zoltán Nagy

CoRR, 2021

The CityLearn Challenge 2022: Overview, Results, and Lessons Learned.

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

Proceedings of the NeurIPS 2022 Competition Track, 2021

2020

HVAC Scheduling based on Wi-Fi derived Occupancy.

Kingsley Nweye, Zoltán Nagy

Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Impact of COVID-19 on Academic Campus Energy Use.

Kingsley Nweye, Zoltán Nagy

Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020