Marot, Antoine
- Introducing machine learning for power system operation support
2017/09/27 by Benjamin Donnot, Isabelle Guyon, Donnot, Benjamin +7 · 3 citations
Engineering · #Artificial Intelligence (cs.AI) #Electricity Theft Detection Techniques #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (stat.ML) #Power System Reliability and Maintenance
- Fast Power system security analysis with Guided Dropout
2018/01/30 by Benjamin Donnot, Donnot, Benjamin, Isabelle Guyon +7 · 1 citation
Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Optimal Power Flow Distribution #Power System Optimization and Stability #Smart Grid Security and Resilience
- Learning to run a power network challenge for training topology\n controllers
2019/12/05 by Antoine Marot, Benjamin Donnot, Marot, Antoine +11 · 1 citation
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Microgrid Control and Optimization #Optimal Power Flow Distribution #Signal Processing (eess.SP) #Smart Grid Security and Resilience #electronic engineering #information engineering
- Reinforcement Learning for Electricity Network Operation
2020/03/16 by Adrian Kelly, Kelly, Adrian, Aïdan O'Sullivan +5 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #I.2 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimal Power Flow Distribution #Reinforcement Learning in Robotics #Signal Processing (eess.SP) #Smart Grid Energy Management #electronic engineering #information engineering
- Learning to run a power network with trust
2021/10/21 by Antoine Marot, Benjamin Donnot, Marot, Antoine +11 · 1 citation
Engineering · Computer Science · #Smart Grid Security and Resilience #Multi-Agent Systems and Negotiation #Smart Grid Energy Management
- A Conceptual Framework for AI-based Decision Systems in Critical Infrastructures
2025/04/21 by Milad Leyli-Abadi, Leyli-abadi, Milad, Ricardo J. Bessa +27 · 2 citations
Engineering · #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences