Two-stage Deep Reinforcement Learning for Inverter-based Volt-VAR Control in Active Distribution Networks

20 May 2020

Papers citing "Two-stage Deep Reinforcement Learning for Inverter-based Volt-VAR Control in Active Distribution Networks"

8 / 8 papers shown

Title
Augmented Lagrangian-Based Safe Reinforcement Learning Approach for Distribution System Volt/VAR Control Guibin Chen OffRL 17 0 0 19 Oct 2024
Robust Deep Reinforcement Learning for Inverter-based Volt-Var Control in Partially Observable Distribution Networks Qiong Liu Ye Guo Tong Xu OffRL 16 0 0 13 Aug 2024
Networked Multiagent Safe Reinforcement Learning for Low-carbon Demand Management in Distribution Network Jichen Zhang Linwei Sang Yinliang Xu Hongbin Sun 6 13 0 27 Nov 2023
Reducing Action Space: Reference-Model-Assisted Deep Reinforcement Learning for Inverter-based Volt-Var Control Qiong Liu Ye Guo Lirong Deng Haotian Liu Dongyu Li Hongbin Sun 11 0 0 10 Oct 2022
Reducing Learning Difficulties: One-Step Two-Critic Deep Reinforcement Learning for Inverter-based Volt-Var Control Qiong Liu Ye Guo Lirong Deng Haotian Liu Dongyu Li Hongbin Sun Wenqi Huang 14 4 0 30 Mar 2022
Improving Robustness of Reinforcement Learning for Power System Control with Adversarial Training Alexander Pan Yongkyun Lee Huan Zhang Yize Chen Yuanyuan Shi AAML 17 17 0 18 Oct 2021
Bi-level Off-policy Reinforcement Learning for Volt/VAR Control Involving Continuous and Discrete Devices Haotian Liu Wenchuan Wu OffRL 11 6 0 13 Apr 2021
Reinforcement Learning for Selective Key Applications in Power Systems: Recent Advances and Future Challenges Xin Chen Guannan Qu Yujie Tang S. Low Na Li 18 227 0 27 Jan 2021