A Graph Policy Network Approach for Volt-Var Control in Power Distribution Systems

24 September 2021

Papers citing "A Graph Policy Network Approach for Volt-Var Control in Power Distribution Systems"

12 / 12 papers shown

Title
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 58 80 0 02 Mar 2021
Transferable Graph Optimizers for ML Compilers Yanqi Zhou Sudip Roy AmirAli Abdolrashidi Daniel Wong Peter C. Ma ... Mangpo Phitchaya Phothilimtha Shen Wang Anna Goldie Azalia Mirhoseini James Laudon GNN 47 54 0 21 Oct 2020
Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks E. Meirom Haggai Maron Shie Mannor Gal Chechik 33 48 0 11 Oct 2020
Graph Neural Networks and Reinforcement Learning for Behavior Generation in Semantic Environments Patrick Hart Alois Knoll GNN 43 38 0 22 Jun 2020
Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning Inaam Ilahi Muhammad Usama Junaid Qadir M. Janjua Ala I. Al-Fuqaha D. Hoang Dusit Niyato AAML 101 135 0 27 Jan 2020
Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case Paul Almasan J. Suárez-Varela Krzysztof Rusek Pere Barlet-Ros A. Cabellos-Aparicio GNN AI4CE 94 187 0 16 Oct 2019
Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View Deli Chen Yankai Lin Wei Li Peng Li Jie Zhou Xu Sun 80 1,107 0 07 Sep 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 754 8,526 0 03 Jan 2019
Learning Scheduling Algorithms for Data Processing Clusters Hongzi Mao Malte Schwarzkopf S. Venkatakrishnan Zili Meng Mohammad Alizadeh OffRL 78 646 0 03 Oct 2018
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 503 15,232 0 07 Jun 2017
Constrained Policy Optimization Joshua Achiam David Held Aviv Tamar Pieter Abbeel 110 1,322 0 30 May 2017
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 197 8,851 0 04 Feb 2016