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2020 – today
- 2024
[i7]Tiago Fonseca, Luis Lino Ferreira, Bernardo Cabral, Ricardo Severino, Kingsley Nweye, Dipanjan Ghose, Zoltán Nagy:
EVLearn: Extending the CityLearn Framework with Electric Vehicle Simulation. CoRR abs/2404.06521 (2024)- [i6]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:
CityLearn v2: Energy-flexible, resilient, occupant-centric, and carbon-aware management of grid-interactive communities. CoRR abs/2405.03848 (2024) - [i5]Kingsley Nweye, Zoltán Nagy:
Applications in CityLearn Gym Environment for Multi-Objective Control Benchmarking in Grid-Interactive Buildings and Districts. CoRR abs/2408.15170 (2024) - 2023
- [c7]Yara Almilaify
, Kingsley Nweye, Zoltán Nagy:
SCALEX: SCALability EXploration of Multi-Agent Reinforcement Learning Agents in Grid-Interactive Efficient Buildings. BuildSys@SenSys 2023: 261-264 - [c6]Kingsley Nweye, Kathryn Kaspar, Giacomo Buscemi, Giuseppe Pinto, Han Li, Tianzhen Hong, Mohamed Ouf, Alfonso Capozzoli, Zoltán Nagy:
CityLearn v2: An OpenAI Gym environment for demand response control benchmarking in grid-interactive communities. BuildSys@SenSys 2023: 274-275 - [c5]Allen Wu, Kingsley Nweye, Zoltán Nagy:
Heterogeneous Multi-Agent Reinforcement Learning for Grid-Interactive Communities. BuildSys@SenSys 2023: 314-315 - [i4]Kingsley Nweye, Siva Sankaranarayanan, Zoltán Nagy:
MERLIN: Multi-agent offline and transfer learning for occupant-centric energy flexible operation of grid-interactive communities using smart meter data and CityLearn. CoRR abs/2301.01148 (2023) - 2022
- [c4]Kingsley Nweye, Zoltán Nagy, Bo Liu, Peter Stone:
Offline training of multi-agent reinforcement agents for grid-interactive buildings control. e-Energy 2022: 442-443 - [i3]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:
Data-Driven Key Performance Indicators and Datasets for Building Energy Flexibility: A Review and Perspectives. CoRR abs/2211.12252 (2022) - 2021
- [c3]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:
The CityLearn Challenge 2022: Overview, Results, and Lessons Learned. NeurIPS (Competition and Demos) 2021: 85-103 - [i2]Kingsley Nweye, Zoltán Nagy:
MARTINI: Smart Meter Driven Estimation of HVAC Schedules and Energy Savings Based on WiFi Sensing and Clustering. CoRR abs/2110.08927 (2021) - [i1]Zoltán Nagy, Kingsley Nweye:
Real-world challenges for reinforcement learning in building control. CoRR abs/2112.06127 (2021) - 2020
- [c2]Kingsley Nweye, Zoltán Nagy:
Impact of COVID-19 on Academic Campus Energy Use. BuildSys@SenSys 2020: 322-323 - [c1]Kingsley Nweye, Zoltán Nagy:
HVAC Scheduling based on Wi-Fi derived Occupancy. BuildSys@SenSys 2020: 340-341
Coauthor Index
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