Antoine Marot

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 31

Top Topics

Benchmark Suite

Risk Assessment

Reinforcement Learning

Top Venues

Publications

Jochen L. Cremer, Adrian Kelly, Ricardo J. Bessa, Milos Subasic, Panagiotis N. Papadopoulos, Samuel Young, Amar Sagar, Antoine Marot
A Pioneering Roadmap for ML-Driven Algorithmic Advancements in Electrical Networks. CoRR (2024)
Wissal Sahel, Wendy E. Mackay, Antoine Marot
Creating StoryLines: Participatory Design with Power Grid Operators. CHIRA (2) (2023)
Antoine Marot, David Rousseau, Zhen Xu
AI Competitions and Benchmarks: towards impactful challenges with post-challenge papers, benchmarks and other dissemination actions. CoRR (2023)
Antoine Marot, Benjamin Donnot, Noureddine Henka, Sami Tazi
Extended superposition theorem under power grid topological changes. CoRR (2023)
Emna Amdouni, Mostepha Khouadjia, Maroua Meddeb, Antoine Marot, Laure Crochepierre, Walid Achour
Grid2Onto: An Application Ontology for Knowledge Capitalisation to Assist Power Grid Operators. JOWO (2023)
Malte Lehna, Jan Viebahn, Christoph Scholz, Antoine Marot, Sven Tomforde
Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents. CoRR (2023)
Gaëtan Serré, Eva Boguslawski, Benjamin Donnot, Adrien Pavão, Isabelle Guyon, Antoine Marot
Reinforcement learning for Energies of the future and carbon neutrality: a Challenge Design. CoRR (2022)
Antoine Marot, Alexandre Rozier, Matthieu Dussartre, Laure Crochepierre, Benjamin Donnot
Towards an AI Assistant for Power Grid Operators. HHAI (2022)
Milad Leyli-Abadi, Antoine Marot, Jérôme Picault, David Danan, Mouadh Yagoubi, Benjamin Donnot, Seif Attoui, Pavel Dimitrov, Asma Farjallah, Clement Etienam
LIPS - Learning Industrial Physical Simulation benchmark suite. NeurIPS (2022)
Antoine Marot, Benjamin Donnot, Karim Chaouache, Adrian Kelly, Qiuhua Huang, Ramij-Raja Hossain, Jochen L. Cremer
Learning to run a power network with trust. CoRR (2021)
Antoine Marot, Benjamin Donnot, Gabriel Dulac-Arnold, Adrian Kelly, Aïdan O'Sullivan, Jan Viebahn, Mariette Awad, Isabelle Guyon, Patrick Panciatici, Camilo Romero
Learning to run a Power Network Challenge: a Retrospective Analysis. CoRR (2021)
Aleix Bassolas, Anton Eriksson, Antoine Marot, Martin Rosvall, Vincenzo Nicosia
Metadata-informed community detection with lazy encoding using absorbing random walks. CoRR (2021)
Adrian Kelly, Aidan O'Sullivan, Patrick de Mars, Antoine Marot
Reinforcement Learning for Electricity Network Operation. CoRR (2020)
Antoine Marot, Alexandre Rozier, Matthieu Dussartre, Laure Crochepierre, Benjamin Donnot
Towards an AI assistant for human grid operators. CoRR (2020)
Medha Subramanian, Jan Viebahn, Simon Tindemans, Benjamin Donnot, Antoine Marot
Exploring grid topology reconfiguration using a simple deep reinforcement learning approach. CoRR (2020)
Antoine Marot, Benjamin Donnot, Gabriel Dulac-Arnold, Adrian Kelly, Aidan O'Sullivan, Jan Viebahn, Mariette Awad, Isabelle Guyon, Patrick Panciatici, Camilo Romero
Learning to run a Power Network Challenge: a Retrospective Analysis. NeurIPS (Competition and Demos) (2020)
Balthazar Donon, Zhengying Liu, Wenzhuo Liu, Isabelle Guyon, Antoine Marot, Marc Schoenauer
Deep Statistical Solvers. NeurIPS (2020)
Loïc Omnes, Antoine Marot, Benjamin Donnot
Adversarial training for continuous robustness control problem in power systems. CoRR (2020)
Balthazar Donon, Benjamin Donnot, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer
LEAP nets for system identification and application to power systems. Neurocomputing 416 (2020)
Antoine Marot, Benjamin Donnot, Camilo Romero, Luca Veyrin-Forrer, Marvin Lerousseau, Balthazar Donon, Isabelle Guyon
Learning to run a power network challenge for training topology controllers. CoRR (2019)
Benjamin Donnot, Balthazar Donon, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer
LEAP nets for power grid perturbations. CoRR (2019)
Benjamin Donnot, Balthazar Donon, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer
LEAP nets for power grid perturbations. ESANN (2019)
Antoine Marot, Antoine Rosin, Laure Crochepierre, Benjamin Donnot, Pierre Pinson, Lydia Boudjeloud-Assala
Interpreting Atypical Conditions in Systems with Deep Conditional Autoencoders: The Case of Electrical Consumption. ECML/PKDD (3) (2019)
Balthazar Donon, Benjamin Donnot, Isabelle Guyon, Antoine Marot
Graph Neural Solver for Power Systems. IJCNN (2019)
Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Antoine Marot, Patrick Panciatici
Fast Power system security analysis with Guided Dropout. CoRR (2018)
Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Antoine Marot, Patrick Panciatici
Anticipating contingengies in power grids using fast neural net screening. IJCNN (2018)
Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici
Fast Power system security analysis with Guided Dropout. ESANN (2018)
Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici
Optimization of computational budget for power system risk assessment. ISGT Europe (2018)
Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici
Optimization of computational budget for power system risk assessment. CoRR (2018)
Antoine Marot, Sami Tazi, Benjamin Donnot, Patrick Panciatici
Guided Machine Learning for Power Grid Segmentation. ISGT Europe (2018)
Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Patrick Panciatici, Antoine Marot
Introducing machine learning for power system operation support. CoRR (2017)
Antoine Marot, Roel Wuyts
Composing aspects with aspects. AOSD (2010)
Antoine Marot
Preserving the separation of concerns while composing aspects on shared joinpoints. OOPSLA Companion (2009)
Antoine Marot
Preserving the separation of concerns while composing aspects on shared joinpoints. OOPSLA Companion (2009)
Antoine Marot, Roel Wuyts
Detecting unanticipated aspect interferences at runtime with compositional intentions. RAM-SE@ECOOP (2009)
Frédéric Pluquet, Antoine Marot, Roel Wuyts
Fast type reconstruction for dynamically typed programming languages. DLS (2009)
Antoine Marot, Roel Wuyts
A DSL to declare aspect execution order. DSAL@AOSD (2008)
Antoine Marot, Roel Wuyts
Composability of aspects. SPLAT@AOSD (2008)
Frédéric Pluquet, Stefan Langerman, Antoine Marot, Roel Wuyts
Implementing Partial Persistence in Object-Oriented Languages. ALENEX (2008)