Learning to run a Power Network Challenge: a Retrospective Analysis. - Antoine Marot; Benjamin Donnot; Gabriel Dulac-Arnold; Adrian Kelly; Aidan O'Sullivan; Jan Viebahn; Mariette Awad; Isabelle Guyon; Patrick Panciatici; Camilo Romero (NeurIPS (Competition and Demos), 2020)

Reinforcement Learning for Electricity Network Operation. - Adrian Kelly; Aidan O'Sullivan; Patrick de Mars; Antoine Marot (CoRR, 2020)

Learning to run a power network with trust. - Antoine Marot; Benjamin Donnot; Karim Chaouache; Adrian Kelly; Qiuhua Huang; Ramij Raja Hossain; Jochen L. Cremer (CoRR, 2021)

Real-Time Machine Learning for Power Grid SCADA Alarm Event Detection Decision Support. - Chen Liu; Geordie Dalzell; Elena Kranz; Xinghuo Yu 001; Adrian Kelly; Mahathir Almashor (IECON, 2024)

A Pioneering Roadmap for ML-Driven Algorithmic Advancements in Electrical Networks. - Jochen L. Cremer; Adrian Kelly; Ricardo J. Bessa; Milos Subasic; Panagiotis N. Papadopoulos; Samuel Young; Amar Sagar; Antoine Marot (ISGT EUROPE, 2024)