Action Set Based Policy Optimization for Safe Power Grid Management

Action Set Based Policy Optimization for Safe Power Grid Management

29 June 2021

Fan Wang

Papers citing "Action Set Based Policy Optimization for Safe Power Grid Management"

14 / 14 papers shown

Title
Graph-Enhanced Model-Free Reinforcement Learning Agents for Efficient Power Grid Topological Control Eloy Anguiano Batanero Ángela Fernández Álvaro Barbero 70 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 30 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
HUGO -- Highlighting Unseen Grid Options: Combining Deep Reinforcement Learning with a Heuristic Target Topology Approach Malte Lehna Clara Holzhuter Sven Tomforde Christoph Scholz 32 6 0 01 May 2024
Hierarchical Reinforcement Learning for Power Network Topology Control Blazej Manczak Jan Viebahn H. V. Hoof 24 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 16 19 0 03 Apr 2023
PowRL: A Reinforcement Learning Framework for Robust Management of Power Networks A. Chauhan Mayank Baranwal Ansuma Basumatary 9 14 0 05 Dec 2022
Power Grid Congestion Management via Topology Optimization with AlphaZero Matthias Dorfer Anton R. Fuxjäger Kristián Kozák P. Blies Marcel Wasserer 19 18 0 10 Nov 2022
Reinforcement learning for Energies of the future and carbon neutrality: a Challenge Design Gaetan Serré Eva Boguslawski Benjamin Donnot Adrien Pavao Isabelle M Guyon Antoine Marot AI4CE 14 9 0 21 Jul 2022
Learning to run a power network with trust Antoine Marot Benjamin Donnot Karim Chaouache Ying-Ling Lu Qiuhua Huang Ramij-Raja Hossain J. Cremer 23 30 0 21 Oct 2021
Improving Robustness of Reinforcement Learning for Power System Control with Adversarial Training Alexander Pan Yongkyun Lee Huan Zhang Yize Chen Yuanyuan Shi AAML 12 17 0 18 Oct 2021