Benjamin Donnot

24 papers A* 1B 4Journal 14Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	RL2Grid: Benchmarking Reinforcement Learning in Power Grid Operations. CoRR Enrico Marchesini, Benjamin Donnot, Constance Crozier, Ian Dytham, Christian Merz, Lars Schewe, Nico Westerbeck, Cathy Wu, Antoine Marot, Priya L. Donti
2023	J	`jnl`	Extended superposition theorem under power grid topological changes. CoRR Antoine Marot, Benjamin Donnot, Noureddine Henka, Sami Tazi
2022	A*	`conf`	LIPS - Learning Industrial Physical Simulation benchmark suite. NeurIPS Milad Leyli-Abadi, Antoine Marot, Jérôme Picault, David Danan, Mouadh Yagoubi, Benjamin Donnot, Seif Attoui, Pavel Dimitrov, Asma Farjallah, Clement Etienam
2022	J	`jnl`	Reinforcement learning for Energies of the future and carbon neutrality: a Challenge Design. CoRR Gaëtan Serré, Eva Boguslawski, Benjamin Donnot, Adrien Pavão, Isabelle Guyon, Antoine Marot
2022	—	`conf`	Towards an AI Assistant for Power Grid Operators. HHAI Antoine Marot, Alexandre Rozier, Matthieu Dussartre, Laure Crochepierre, Benjamin Donnot
2021	J	`jnl`	Learning to run a Power Network Challenge: a Retrospective Analysis. CoRR Antoine Marot, Benjamin Donnot, Gabriel Dulac-Arnold, Adrian Kelly, Aïdan O'Sullivan, Jan Viebahn, Mariette Awad, Isabelle Guyon, Patrick Panciatici, Camilo Romero
2021	J	`jnl`	Learning to run a power network with trust. CoRR Antoine Marot, Benjamin Donnot, Karim Chaouache, Adrian Kelly, Qiuhua Huang, Ramij Raja Hossain, Jochen L. Cremer
2020	J	`jnl`	Adversarial training for continuous robustness control problem in power systems. CoRR Loïc Omnes, Antoine Marot, Benjamin Donnot
2020	J	`jnl`	Exploring grid topology reconfiguration using a simple deep reinforcement learning approach. CoRR Medha Subramanian, Jan Viebahn, Simon H. Tindemans, Benjamin Donnot, Antoine Marot
2020	J	`jnl`	LEAP nets for system identification and application to power systems. Neurocomputing Balthazar Donon, Benjamin Donnot, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer
2020	—	`conf`	Learning to run a Power Network Challenge: a Retrospective Analysis. NeurIPS (Competition and Demos) Antoine Marot, Benjamin Donnot, Gabriel Dulac-Arnold, Adrian Kelly, Aidan O'Sullivan, Jan Viebahn, Mariette Awad, Isabelle Guyon, Patrick Panciatici, Camilo Romero
2020	J	`jnl`	Towards an AI assistant for human grid operators. CoRR Antoine Marot, Alexandre Rozier, Matthieu Dussartre, Laure Crochepierre, Benjamin Donnot
2019	B	`conf`	Graph Neural Solver for Power Systems. IJCNN Balthazar Donon, Benjamin Donnot, Isabelle Guyon, Antoine Marot
2019	—	`conf`	Interpreting Atypical Conditions in Systems with Deep Conditional Autoencoders: The Case of Electrical Consumption. ECML/PKDD (3) Antoine Marot, Antoine Rosin, Laure Crochepierre, Benjamin Donnot, Pierre Pinson, Lydia Boudjeloud-Assala
2019	B	`conf`	LEAP nets for power grid perturbations. ESANN Benjamin Donnot, Balthazar Donon, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer
2019	J	`jnl`	LEAP nets for power grid perturbations. CoRR Benjamin Donnot, Balthazar Donon, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer
2019	J	`jnl`	Learning to run a power network challenge for training topology controllers. CoRR Antoine Marot, Benjamin Donnot, Camilo Romero, Luca Veyrin-Forrer, Marvin Lerousseau, Balthazar Donon, Isabelle Guyon
2018	B	`conf`	Anticipating contingengies in power grids using fast neural net screening. IJCNN Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Antoine Marot, Patrick Panciatici
2018	B	`conf`	Fast Power system security analysis with Guided Dropout. ESANN Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici
2018	J	`jnl`	Fast Power system security analysis with Guided Dropout. CoRR Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Antoine Marot, Patrick Panciatici
2018	—	`conf`	Guided Machine Learning for Power Grid Segmentation. ISGT Europe Antoine Marot, Sami Tazi, Benjamin Donnot, Patrick Panciatici
2018	—	`conf`	Optimization of computational budget for power system risk assessment. ISGT Europe Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici
2018	J	`jnl`	Optimization of computational budget for power system risk assessment. CoRR Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici
2017	J	`jnl`	Introducing machine learning for power system operation support. CoRR Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Patrick Panciatici, Antoine Marot