Learning to run a power network challenge for training topology
controllers

Learning to run a power network challenge for training topology controllers

5 December 2019

Benjamin Donnot

Luca Veyrin-Forrer

Marvin Lerousseau

Balthazar Donon

Isabelle M Guyon

Papers citing "Learning to run a power network challenge for training topology controllers"

12 / 12 papers shown

Title
RL2Grid: Benchmarking Reinforcement Learning in Power Grid Operations Enrico Marchesini Benjamin Donnot Constance Crozier Ian Dytham Christian Merz Lars Schewe Nico Westerbeck Cathy Wu Antoine Marot P. Donti OffRL 57 1 0 29 Mar 2025
DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Se-Wook Yoo Seung-Woo Seo 55 0 0 30 Jan 2025
Reinforcement Learning for Sustainable Energy: A Survey Koen Ponse Felix Kleuker Márton Fejér Álvaro Serra-Gómez Aske Plaat Thomas M. Moerland OffRL AI4CE 40 1 0 26 Jul 2024
Multi-Agent Reinforcement Learning for Power Grid Topology Optimization E. V. D. Sar Alessandro Zocca Sandjai Bhulai 32 0 0 04 Oct 2023
Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents Malte Lehna J. Viebahn Christoph Scholz Antoine Marot Sven Tomforde 32 19 0 03 Apr 2023
Curriculum Based Reinforcement Learning of Grid Topology Controllers to Prevent Thermal Cascading A. R. Ramapuram Matavalam K. Guddanti Yang Weng V. Ajjarapu AI4CE 27 14 0 18 Dec 2021
Learning to run a power network with trust Antoine Marot Benjamin Donnot Karim Chaouache Ying-Ling Lu Qiuhua Huang Ramij-Raja Hossain J. Cremer 28 30 0 21 Oct 2021
A Multi-scale Time-series Dataset with Benchmark for Machine Learning in Decarbonized Energy Grids Xiangtian Zheng Nan Xu Loc Trinh Dongqi Wu Tong Huang S. Sivaranjani Yan Liu Le Xie AI4CE 38 43 0 12 Oct 2021
Action Set Based Policy Optimization for Safe Power Grid Management Bo Zhou Hongsheng Zeng Yuecheng Liu Kejiao Li Fan Wang Hao Tian 21 21 0 29 Jun 2021
Learning to run a Power Network Challenge: a Retrospective Analysis Antoine Marot Benjamin Donnot Gabriel Dulac-Arnold A. Kelly A. O'Sullivan J. Viebahn M. Awad Isabelle M Guyon P. Panciatici Camilo Romero 22 77 0 02 Mar 2021
Reinforcement Learning for Electricity Network Operation A. Kelly A. O'Sullivan Patrick de Mars Antoine Marot AI4CE 12 30 0 16 Mar 2020
Learning to Run challenge: Synthesizing physiologically accurate motion using deep reinforcement learning L. Kidzinski Sharada Mohanty Carmichael F. Ong Jennifer Hicks Sean F. Carroll Sergey Levine M. Salathé Scott L. Delp 29 60 0 31 Mar 2018