Zoltán Nagy
Orcid: 0000-0002-6014-3228Affiliations:
- University of Texas at Austin, TX, USA
- ETH Zurich, Switzerland (PhD 2011)
According to our database1,
Zoltán Nagy
authored at least 47 papers
between 2007 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation.
CoRR, 2023
MERLIN: Multi-agent offline and transfer learning for occupant-centric energy flexible operation of grid-interactive communities using smart meter data and CityLearn.
CoRR, 2023
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.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023
A Comparison of Different Deep Learning Model Architectures and Training Strategy for Urban Energy Modeling.
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.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023
Proceedings of the American Control Conference, 2023
2022
IMPACT: Integrated Multi-Domain Emission Pathways For Cities Under Land-Use Policy, Technology Adoption, Climate Change And Grid Decarbonization.
CoRR, 2022
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022
On the use of conditional TimeGAN to enhance the robustness of a reinforcement learning agent in the building domain.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022
Offline training of multi-agent reinforcement agents for grid-interactive buildings control.
Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022
2021
MARTINI: Smart Meter Driven Estimation of HVAC Schedules and Energy Savings Based on WiFi Sensing and Clustering.
CoRR, 2021
GridLearn: Multiagent Reinforcement Learning for Grid-Aware Building Energy Management.
CoRR, 2021
Comparison of machine learning methods to predict sleep quality from daytime activity and nightly bedroom environmental conditions.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021
The second ACM SIGEnergy workshop on reinforcement learning for energy management in buildings & cities (RLEM).
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021
Proceedings of the NeurIPS 2022 Competition Track, 2021
2020
CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management.
CoRR, 2020
Multi-Modal Data Collection for Measuring Health, Behavior, and Living Environment of Large-Scale Participant Cohorts: Conceptual Framework and Findings from Deployments.
CoRR, 2020
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020
MARLISA: Multi-Agent Reinforcement Learning with Iterative Sequential Action Selection for Load Shaping of Grid-Interactive Connected Buildings.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020
HVACLearn: A reinforcement learning based occupant-centric control for thermostat set-points.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020
2019
CityLearn v1.0: An OpenAI Gym Environment for Demand Response with Deep Reinforcement Learning.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019
Good to see you again: Capture and recapture method on mobile devices to estimate occupancy profiles.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019
2016
SoRo-Track: A two-axis soft robotic platform for solar tracking and building-integrated photovoltaic applications.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
2013
Artif. Life, 2013
2012
Lagrangian Modeling of the Magnetization and the Magnetic Torque on Assembled Soft-Magnetic MEMS Devices for Fast Computation and Analysis.
IEEE Trans. Robotics, 2012
IEEE Trans. Robotics, 2012
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012
2010
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
2009
Manufacturing of a Hybrid Acoustic Transmitter Using an Advanced Microassembly System.
IEEE Trans. Ind. Electron., 2009
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009
2008
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008
2007
A multi-axis MEMS force-torque sensor for measuring the load on a microrobot actuated by magnetic fields.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007