Zoltán Nagy - RankMe

55 papers A* 4A 3C 1Journal 22Unranked 24

Year	Rank	Type	Title / 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`	A Comparison of Different Deep Learning Model Architectures and Training Strategy for Urban Energy Modeling. BuildSys Ting-Yu Dai, Aysegül Demir Dilsiz, Dev Niyogi, 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	J	`jnl`	CityTFT: Temporal Fusion Transformer for Urban Building Energy Modeling. CoRR Ting-Yu Dai, Dev Niyogi, Zoltán Nagy
2023	J	`jnl`	Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation. CoRR Chun Fu, Matias Quintana, Zoltán Nagy, Clayton Miller
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	C	`conf`	Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems. ACC Truong X. Nghiem, Ján Drgona, Colin N. Jones, Zoltán Nagy, Roland Schwan, Biswadip Dey, Ankush Chakrabarty, Stefano Di Cairano, Joel A. Paulson, Andrea Carron, Melanie N. Zeilinger, Wenceslao Shaw-Cortez, Draguna L. Vrabie
2023	J	`jnl`	Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems. CoRR Truong X. Nghiem, Ján Drgona, Colin N. Jones, Zoltán Nagy, Roland Schwan, Biswadip Dey, Ankush Chakrabarty, Stefano Di Cairano, Joel A. Paulson, Andrea Carron, Melanie N. Zeilinger, Wenceslao Shaw-Cortez, Draguna L. Vrabie
2023	—	`conf`	SCALEX: SCALability EXploration of Multi-Agent Reinforcement Learning Agents in Grid-Interactive Efficient Buildings. BuildSys Yara Almilaify, Kingsley Nweye, Zoltán Nagy
2023	—	`conf`	UTwin: A digital twin of the UT Austin campus. BuildSys Calvin Lin, Ting-Yu Dai, Aysegül Demir Dilsiz, Drury Crawley, Dev Niyogi, Zoltán Nagy
2022	—	`conf`	ComfortLearn: enabling agent-based occupant-centric building controls. BuildSys Matias Quintana, Zoltán Nagy, Federico Tartarini, Stefano Schiavon, Clayton Miller
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	J	`jnl`	IMPACT: Integrated Multi-Domain Emission Pathways For Cities Under Land-Use Policy, Technology Adoption, Climate Change And Grid Decarbonization. CoRR Zoltán Nagy, Juliana Felkner, Ariane L. Beck, D. Cale Reeves, Steven Richter, Vivek Shastry, Eli Ramthun, Edward Mbata, Stephen Zigmund, Benjamin Marshall, Linnea Marks, Vianey Rueda, Jasmine Triplett, Sarah Domedead, José R. Vázquez-Canteli, Varun Rai
2022	—	`conf`	Offline training of multi-agent reinforcement agents for grid-interactive buildings control. e-Energy Kingsley Nweye, Zoltán Nagy, Bo Liu, Peter Stone
2022	—	`conf`	On the use of conditional TimeGAN to enhance the robustness of a reinforcement learning agent in the building domain. BuildSys Marta Fochesato, Fazel Khayatian, Doris Fonseca Lima, Zoltán Nagy
2021	—	`ed.`	BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17 - 18, 2021 BuildSys Xiaofan Fred Jiang, Omprakash Gnawali, Zoltán Nagy
2021	—	`conf`	Comparison of machine learning methods to predict sleep quality from daytime activity and nightly bedroom environmental conditions. BuildSys Hagen Fritz, Congyu Wu, Kerry A. Kinney, Zoltán Nagy
2021	J	`jnl`	GridLearn: Multiagent Reinforcement Learning for Grid-Aware Building Energy Management. CoRR Aisling Pigott, Constance Crozier, Kyri Baker, Zoltán Nagy
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
2021	—	`conf`	The citylearn challenge 2021. BuildSys Zoltán Nagy, José R. Vázquez-Canteli, Sourav Dey, Gregor Henze
2021	—	`conf`	The second ACM SIGEnergy workshop on reinforcement learning for energy management in buildings & cities (RLEM). BuildSys Zoltán Nagy, June Young Park, Ján Drgona, Matias Quintana
2020	J	`jnl`	CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management. CoRR José R. Vázquez-Canteli, Sourav Dey, Gregor Henze, Zoltán Nagy
2020	—	`conf`	Ecologically Valid Multimodal Data Collection. BuildSys Hagen Fritz, Zoltán Nagy
2020	—	`conf`	HVAC Scheduling based on Wi-Fi derived Occupancy. BuildSys Kingsley Nweye, Zoltán Nagy
2020	—	`conf`	HVACLearn: A reinforcement learning based occupant-centric control for thermostat set-points. e-Energy June Young Park, Zoltán Nagy
2020	—	`conf`	Impact of COVID-19 on Academic Campus Energy Use. BuildSys Kingsley Nweye, Zoltán Nagy
2020	—	`conf`	MARLISA: Multi-Agent Reinforcement Learning with Iterative Sequential Action Selection for Load Shaping of Grid-Interactive Connected Buildings. BuildSys José R. Vázquez-Canteli, Gregor Henze, Zoltán Nagy
2020	J	`jnl`	Multi-Modal Data Collection for Measuring Health, Behavior, and Living Environment of Large-Scale Participant Cohorts: Conceptual Framework and Findings from Deployments. CoRR Congyu Wu, Hagen Fritz, Zoltán Nagy, Juan P. Maestre, Edison Thomaz, Christine Julien, Darla M. Castelli, Kaya de Barbaro, Gabriella M. Harari, R. Cameron Craddock, Kerry A. Kinney, Samuel D. Gosling, David M. Schnyer
2020	J	`jnl`	The ASHRAE Great Energy Predictor III competition: Overview and results. CoRR Clayton Miller, Pandarasamy Arjunan, Anjukan Kathirgamanathan, Chun Fu, Jonathan Roth, June Young Park, Chris Balbach, Krishnan Gowri, Zoltán Nagy, Anthony Fontanini, Jeff Haberl
2020	—	`conf`	The CityLearn Challenge 2020. BuildSys José R. Vázquez-Canteli, Sourav Dey, Gregor Henze, Zoltán Nagy
2020	—	`conf`	Viability of a Dense, Low-Cost Particulate Matter Sensor Network. BuildSys Hagen Fritz, Calvin Lin, Zoltán Nagy
2019	—	`conf`	CityLearn v1.0: An OpenAI Gym Environment for Demand Response with Deep Reinforcement Learning. BuildSys José R. Vázquez-Canteli, Jérôme Henri Kämpf, Gregor Henze, Zoltán Nagy
2019	—	`conf`	Good to see you again: Capture and recapture method on mobile devices to estimate occupancy profiles. BuildSys June Young Park, Edward Mbata, Zoltán Nagy
2019	—	`conf`	Investigating occupancy profiles using convolutional neural networks. BuildSys June Young Park, Jianli Chen, Xin Jin, Zoltán Nagy
2016	A*	`conf`	SoRo-Track: A two-axis soft robotic platform for solar tracking and building-integrated photovoltaic applications. ICRA Bratislav Svetozarevic, Zoltán Nagy, Johannes Hofer, Dominic Jacob, Moritz Begle, Eleni N. Chatzi, Arno Schlueter
2013	J	`jnl`	Self-Organized Translational Wheeling Motion in Stochastic Self-Assembling Modules. Artif. Life Shuhei Miyashita, Kohei Nakajima, Zoltán Nagy, Rolf Pfeifer
2012	J	`jnl`	Lagrangian Modeling of the Magnetization and the Magnetic Torque on Assembled Soft-Magnetic MEMS Devices for Fast Computation and Analysis. IEEE Trans. Robotics Zoltán Nagy, Bradley J. Nelson
2012	J	`jnl`	Modeling the Motion of Microrobots on Surfaces Using Nonsmooth Multibody Dynamics. IEEE Trans. Robotics Zoltán Nagy, Remco I. Leine, Dominic R. Frutiger, Christoph Glocker, Bradley J. Nelson
2012	—	`conf`	Sustainable architecture and human comfort through adaptive distributed systems. PerCom Workshops Zoltán Nagy, Dino Rossi, Arno Schlueter
2010	A*	`conf`	Modeling and analysis of wireless resonant magnetic microactuators. ICRA Zoltán Nagy, Dominic R. Frutiger, Remco I. Leine, Christoph Glocker, Bradley J. Nelson
2009	A*	`conf`	A wireless acoustic emitter for passive localization in liquids. ICRA Zoltán Nagy, Michael Flückiger, Olgaç Ergeneman, Salvador Pané, Martin Probst, Bradley J. Nelson
2009	J	`jnl`	Manufacturing of a Hybrid Acoustic Transmitter Using an Advanced Microassembly System. IEEE Trans. Ind. Electron. Martin Probst, Michael Flückiger, Salvador Pané, Olgaç Ergeneman, Zoltán Nagy, Bradley J. Nelson
2009	A	`conf`	Morphology detection for magnetically self-assembled modular robots. IROS Zoltán Nagy, Shuhei Miyashita, Simon Muntwyler, Ashish Cherukuri, Jake J. Abbott, Rolf Pfeifer, Bradley J. Nelson
2009	J	`jnl`	The Influence of Shape on Parallel Self-Assembly. Entropy Shuhei Miyashita, Zoltán Nagy, Bradley J. Nelson, Rolf Pfeifer
2008	A	`conf`	Experimental investigation of magnetic self-assembly for swallowable modular robots. IROS Zoltán Nagy, Raymond Oung, Jake J. Abbott, Bradley J. Nelson
2008	A*	`conf`	Modeling assembled-MEMS microrobots for wireless magnetic control. ICRA Zoltán Nagy, Olgaç Ergeneman, Jake J. Abbott, Marco Hutter, Ann M. Hirt, Bradley J. Nelson
2007	A	`conf`	A multi-axis MEMS force-torque sensor for measuring the load on a microrobot actuated by magnetic fields. IROS Felix Beyeler, Simon Muntwyler, Zoltán Nagy, Mathias Franz Karl Moser, Bradley J. Nelson
2007	J	`jnl`	Robotics in the Small, Part I: Microbotics. IEEE Robotics Autom. Mag. Jake J. Abbott, Zoltán Nagy, Felix Beyeler, Bradley J. Nelson