Impact of COVID-19 on Academic Campus Energy Use. - Kingsley Nweye; Zoltán Nagy 002 (BuildSys, 2020)

HVAC Scheduling based on Wi-Fi derived Occupancy. - Kingsley Nweye; Zoltán Nagy 002 (BuildSys, 2020)

The CityLearn Challenge 2022: Overview, Results, and Lessons Learned. - Kingsley Nweye; Zoltán Nagy 002; Sharada P. Mohanty; Dipam Chakraborty; Siva Sankaranarayanan; Tianzhen Hong; Sourav Dey; Gregor Henze; Ján Drgona; Fangquan Lin; Wei Jiang 027; Hanwei Zhang 002; et al. (NeurIPS (Competition and Demos), 2021)

MARTINI: Smart Meter Driven Estimation of HVAC Schedules and Energy Savings Based on WiFi Sensing and Clustering. - Kingsley Nweye; Zoltán Nagy 002 (CoRR, 2021)

Real-world challenges for reinforcement learning in building control. - Zoltán Nagy 002; Kingsley Nweye (CoRR, 2021)

Offline training of multi-agent reinforcement agents for grid-interactive buildings control. - Kingsley Nweye; Zoltán Nagy 002; Bo Liu 042; Peter Stone 001 (e-Energy, 2022)

Data-Driven Key Performance Indicators and Datasets for Building Energy Flexibility: A Review and Perspectives. - Han Li 013; Hicham Johra; Flavia de Andrade Pereira; Tianzhen Hong; Jérôme Le Dreau; Anthony Maturo; Mingjun Wei; Yapan Liu; Ali Saberi-Derakhtenjani; Zoltán Nagy 002; Anna Marszal-Pomianowska; Donal Finn; et al. (CoRR, 2022)

SCALEX: SCALability EXploration of Multi-Agent Reinforcement Learning Agents in Grid-Interactive Efficient Buildings. - Yara Almilaify; Kingsley Nweye; Zoltán Nagy 002 (BuildSys, 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 013; Tianzhen Hong; Mohamed Ouf; Alfonso Capozzoli; Zoltán Nagy 002 (BuildSys, 2023)

Heterogeneous Multi-Agent Reinforcement Learning for Grid-Interactive Communities. - Allen Wu; Kingsley Nweye; Zoltán Nagy 002 (BuildSys, 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 002 (CoRR, 2023)

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 013; Javad Mohammadi; Luis Lino Ferreira; Tianzhen Hong; et al. (CoRR, 2024)

Applications in CityLearn Gym Environment for Multi-Objective Control Benchmarking in Grid-Interactive Buildings and Districts. - Kingsley Nweye; Zoltán Nagy 002 (CoRR, 2024)

The CityLearn Challenge: Four Years of Advancing Common Task Frameworks for Energy Management in Smart Buildings. - Zoltán Nagy 002; Kingsley Nweye (e-Energy, 2025)

EVLearn: extending the cityLearn framework with electric vehicle simulation. - Tiago Fonseca; Luis Lino Ferreira; Bernardo Cabral; Ricardo Severino; Kingsley Nweye; Dipanjan Ghose; Zoltán Nagy 002 (Energy Inform., 2025)