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Antoine Marot
Antoine Marot
Lead AI Scientific at RTE
Verified email at rte-france.com - Homepage
Title
Cited by
Cited by
Year
Learning to run a power network challenge for training topology controllers
A Marot, B Donnot, C Romero, B Donon, M Lerousseau, L Veyrin-Forrer, ...
Electric Power Systems Research 189, 106635, 2020
772020
Graph neural solver for power systems
B Donon, B Donnot, I Guyon, A Marot
2019 international joint conference on neural networks (ijcnn), 1-8, 2019
762019
Neural networks for power flow: Graph neural solver
B Donon, R Clément, B Donnot, A Marot, I Guyon, M Schoenauer
Electric Power Systems Research 189, 106547, 2020
682020
Learning to run a power network challenge: a retrospective analysis
A Marot, B Donnot, G Dulac-Arnold, A Kelly, A O’Sullivan, J Viebahn, ...
NeurIPS 2020 Competition and Demonstration Track, 112-132, 2021
612021
Introducing machine learning for power system operation support
B Donnot, I Guyon, M Schoenauer, P Panciatici, A Marot
arXiv preprint arXiv:1709.09527, 2017
562017
Perspectives on future power system control centers for energy transition
A Marot, A Kelly, M Naglic, V Barbesant, J Cremer, A Stefanov, J Viebahn
Journal of Modern Power Systems and Clean Energy 10 (2), 328-344, 2022
492022
Reinforcement learning for electricity network operation
A Kelly, A O'Sullivan, P de Mars, A Marot
arXiv preprint arXiv:2003.07339, 2020
342020
Fast power system security analysis with guided dropout
B Donnot, I Guyon, M Schoenauer, A Marot, P Panciatici
arXiv preprint arXiv:1801.09870, 2018
292018
Anticipating contingengies in power grids using fast neural net screening
B Donnot, I Guyon, M Schoenauer, A Marot, P Panciatici
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
212018
Learning to run a power network with trust
A Marot, B Donnot, K Chaouache, A Kelly, Q Huang, RR Hossain, ...
Electric Power Systems Research 212, 108487, 2022
202022
Exploring grid topology reconfiguration using a simple deep reinforcement learning approach
M Subramanian, J Viebahn, SH Tindemans, B Donnot, A Marot
2021 IEEE Madrid PowerTech, 1-6, 2021
192021
Expert system for topological remedial action discovery in smart grids
A Marot, B Donnot, S Tazi, P Panciatici
IET Digital Library, 2018
192018
Deep statistical solvers
B Donon, Z Liu, W Liu, I Guyon, A Marot, M Schoenauer
Advances in Neural Information Processing Systems 33, 7910-7921, 2020
182020
Optimization of computational budget for power system risk assessment
B Donnot, I Guyon, A Marot, M Schoenauer, P Panciatici
2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2018
182018
Guided machine learning for power grid segmentation
A Marot, S Tazi, B Donnot, P Panciatici
2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2018
162018
Leap nets for system identification and application to power systems
B Donon, B Donnot, I Guyon, Z Liu, A Marot, P Panciatici, M Schoenauer
Neurocomputing 416, 316-327, 2020
152020
Towards an AI assistant for power grid operators
A Marot, A Rozier, M Dussartre, L Crochepierre, B Donnot
arXiv preprint arXiv:2012.02026, 2020
14*2020
Adversarial training for a continuous robustness control problem in power systems
L Omnes, A Marot, B Donnot
2021 IEEE Madrid PowerTech, 1-6, 2021
132021
L2rpn: Learning to run a power network in a sustainable world neurips2020 challenge design
A Marot, I Guyon, B Donnot, G Dulac-Arnold, P Panciatici, M Awad, ...
Tutorial5/pdf/111. pdf, 2020
132020
LEAP nets for power grid perturbations
B Donnot, B Donon, I Guyon, Z Liu, A Marot, P Panciatici, M Schoenauer
arXiv preprint arXiv:1908.08314, 2019
112019
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Articles 1–20