Learning to run a power network with trust

Learning to run a power network with trust

21 October 2021

Benjamin Donnot

Karim Chaouache

Ramij-Raja Hossain

Papers citing "Learning to run a power network with trust"

15 / 15 papers shown

Title
A Conceptual Framework for AI-based Decision Systems in Critical Infrastructures Milad Leyli-abadi Ricardo J. Bessa Jan Viebahn Daniel Boos Clark Borst ... Maroua Meddeb Manuel Meyer Viola Schiaffonati Manuel Schneider Toni Waefler AI4CE 30 0 0 21 Apr 2025
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 54 1 0 29 Mar 2025
Graph-Enhanced Model-Free Reinforcement Learning Agents for Efficient Power Grid Topological Control Eloy Anguiano Batanero Ángela Fernández Álvaro Barbero 72 0 0 26 Mar 2025
Learning Topology Actions for Power Grid Control: A Graph-Based Soft-Label Imitation Learning Approach Mohamed Hassouna Clara Holzhuter Malte Lehna Matthijs de Jong J. Viebahn Bernhard Sick Christoph Scholz AI4CE 48 0 0 19 Mar 2025
Imitation Learning for Intra-Day Power Grid Operation through Topology Actions Matthijs de Jong Jan Viebahn Yuliya Shapovalova AI4CE 35 2 0 29 Jul 2024
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
Fault Detection for agents on power grid topology optimization: A Comprehensive analysis Malte Lehna Mohamed Hassouna Dmitry Degtyar Sven Tomforde Christoph Scholz AI4CE 26 2 0 24 Jun 2024
Hierarchical Reinforcement Learning for Power Network Topology Control Blazej Manczak Jan Viebahn H. V. Hoof 29 7 0 03 Nov 2023
Multi-Agent Reinforcement Learning for Power Grid Topology Optimization E. V. D. Sar Alessandro Zocca S. Bhulai 30 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 24 19 0 03 Apr 2023
Reinforcement Learning Based Power Grid Day-Ahead Planning and AI-Assisted Control Anton R. Fuxjäger Kristián Kozák Matthias Dorfer P. Blies Marcel Wasserer 31 2 0 15 Feb 2023
Power Grid Congestion Management via Topology Optimization with AlphaZero Matthias Dorfer Anton R. Fuxjäger Kristián Kozák P. Blies Marcel Wasserer 27 18 0 10 Nov 2022
Hybrid Intelligence Dominik Dellermann P. Ebel Matthias Söllner J. Leimeister 34 351 0 03 May 2021
Towards an AI assistant for power grid operators Antoine Marot Alexandre Rozier Matthieu Dussartre Laure Crochepierre Benjamin Donnot AI4CE 21 9 0 03 Dec 2020
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI Alon Jacovi Ana Marasović Tim Miller Yoav Goldberg 249 426 0 15 Oct 2020