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Jos R  Vzquez-Canteli
Jos R Vzquez-Canteli
Graduate Research Assistant, The University of Texas at Austin
Verified email at utexas.edu - Homepage
Title
Cited by
Cited by
Year
Reinforcement learning for demand response: A review of algorithms and modeling techniques
JR Vzquez-Canteli, Z Nagy
Applied energy 235, 1072-1089, 2019
5662019
Fusing TensorFlow with building energy simulation for intelligent energy management in smart cities
JR Vazquez-Canteli, S Ulyanin, JH Kmpf, Z Nagy
Sustainable Cities and Society, 2019
1712019
Optimal decarbonization pathways for urban residential building energy services
BD Leibowicz, CM Lanham, MT Brozynski, JR Vzquez-Canteli, ...
Applied energy 230, 1311-1325, 2018
1212018
Citylearn v1. 0: An openai gym environment for demand response with deep reinforcement learning
JR Vzquez-Canteli, J Kmpf, G Henze, Z Nagy
Proceedings of the 6th ACM International Conference on Systems for Energy…, 2019
962019
Coordinated energy management for a cluster of buildings through deep reinforcement learning
G Pinto, MS Piscitelli, JR Vzquez-Canteli, Z Nagy, A Capozzoli
Energy 229, 120725, 2021
662021
MARLISA: Multi-agent reinforcement learning with iterative sequential action selection for load shaping of grid-interactive connected buildings
JR Vazquez-Canteli, G Henze, Z Nagy
Proceedings of the 7th ACM international conference on systems for energy…, 2020
512020
Balancing comfort and energy consumption of a heat pump using batch reinforcement learning with fitted Q-iteration
J Vzquez-Canteli, J Kmpf, Z Nagy
CISBAT 122 (2017), 415-420, 2017
492017
CityLearn: Standardizing research in multi-agent reinforcement learning for demand response and urban energy management
JR Vazquez-Canteli, S Dey, G Henze, Z Nagy
arXiv preprint arXiv:2012.10504, 2020
342020
Deep neural networks as surrogate models for urban energy simulations
J Vazquez-Canteli, AD Demir, J Brown, Z Nagy
Journal of Physics: Conference Series 1343 (1), 012002, 2019
172019
The citylearn challenge 2021
Z Nagy, JR Vzquez-Canteli, S Dey, G Henze
Proceedings of the 8th ACM international conference on systems for energy…, 2021
122021
Reinforcement learning for intelligent environments: A Tutorial
Z Nagy, JY Park, JR Vzquez-Canteli
Routledge Handbook of Sustainable and Resilient Infrastructure, 733-746, 2018
112018
Massive 3D models and physical data for building simulation at the urban scale: a focus on Geneva and climate change scenarios
JR Vzquez-Canteli, JH Kmpf
WIT Trans. Ecol. Environ. 204, 35-46, 2016
112016
Benchmarking multi-agent deep reinforcement learning algorithms on a building energy demand coordination task
G Dhamankar, JR Vazquez-Canteli, Z Nagy
Proceedings of the 1st International Workshop on Reinforcement Learning for…, 2020
92020
The CityLearn Challenge 2020
JR Vzquez-Canteli, S Dey, G Henze, Z Nagy
Proceedings of the 7th ACM International Conference on Systems for Energy…, 2020
82020
Multi-agent reinforcement learning for adaptive demand response in smart cities
J Vazquez-Canteli, T Detjeen, G Henze, J Kmpf, Z Nagy
Journal of Physics: Conference Series 1343 (1), 012058, 2019
72019
IMPACT: Integrated Multi-Domain Emission Pathways For Cities Under Land-Use Policy, Technology Adoption, Climate Change And Grid Decarbonization
Z Nagy, J Felkner, AL Beck, DC Reeves, S Richter, V Shastry, E Ramthun, ...
arXiv preprint arXiv:2202.07458, 2022
32022
Urban densification and housing typology for climate change mitigation
J Felkner, JD Brown, JR Vazquez-Canteli, Z Nagy
Journal of Physics: Conference Series 1343 (1), 012020, 2019
32019
SCAFE: Automated simultaneous clustering and non-linear feature extraction of building energy profiles
S Ulyanin, J Vazquez-Canteli, JY Park, Z Nagy
Journal of Physics: Conference Series 1343 (1), 012037, 2019
22019
Adaptive multi-agent control of HVAC systems for residential demand response using batch reinforcement learning
J Vzquez-Canteli, S Ulyanin, J Kampf, Z Nagy
2018 Building Performance Analysis Conference, 683-690, 2018
22018
Multi-agent reinforcement learning for demand response and load shaping of grid-interactive connected buildings
JR Vzquez Canteli
2020
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Articles 1–20