Multi-Agent Reinforcement Learning for Active Voltage Control on Power
Distribution Networks

Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks

27 October 2021

Jianhong Wang

Papers citing "Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks"

18 / 18 papers shown

Title
CORD: Generalizable Cooperation via Role Diversity Kanefumi Matsuyama Kefan Su Jiangxing Wang Deheng Ye Zongqing Lu 57 0 0 04 Jan 2025
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? Yihe Zhou Shunyu Liu Yunpeng Qing Kaixuan Chen Tongya Zheng Jie Song Mingli Song 52 18 0 27 May 2023
Design and implementation of an environment for Learning to Run a Power Network (L2RPN) Marvin Lerousseau 53 6 0 06 Apr 2021
Gym-ANM: Reinforcement Learning Environments for Active Network Management Tasks in Electricity Distribution Systems Robin Henry D. Ernst 27 34 0 14 Mar 2021
The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games Chao Yu Akash Velu Eugene Vinitsky Jiaxuan Gao Yu Wang Alexandre M. Bayen Yi Wu OffRL 122 1,227 0 02 Mar 2021
Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge? Christian Schroeder de Witt Tarun Gupta Denys Makoviichuk Viktor Makoviychuk Philip Torr Mingfei Sun Shimon Whiteson 60 327 0 18 Nov 2020
Online Multi-agent Reinforcement Learning for Decentralized Inverter-based Volt-VAR Control Haotian Liu Wenchuan Wu 11 121 0 23 Jun 2020
Efficient Contextual Bandits with Continuous Actions Maryam Majzoubi Chicheng Zhang Rajan Chari A. Krishnamurthy John Langford Aleksandrs Slivkins OffRL 42 32 0 10 Jun 2020
Distributed Voltage Regulation of Active Distribution System Based on Enhanced Multi-agent Deep Reinforcement Learning Di Cao Junbo Zhao Weihao Hu F. Ding Qi Huang Zhe Chen 19 11 0 31 May 2020
Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics J. Ackermann Pau Cebrian Antonio Espinosa Masashi Sugiyama OffRL 18 120 0 03 Oct 2019
Soft Actor-Critic Algorithms and Applications Tuomas Haarnoja Aurick Zhou Kristian Hartikainen George Tucker Sehoon Ha ... Vikash Kumar Henry Zhu Abhishek Gupta Pieter Abbeel Sergey Levine 105 2,391 0 13 Dec 2018
Addressing Function Approximation Error in Actor-Critic Methods Scott Fujimoto H. V. Hoof David Meger OffRL 153 5,121 0 26 Feb 2018
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 116 4,441 0 07 Jun 2017
Counterfactual Multi-Agent Policy Gradients Jakob N. Foerster Gregory Farquhar Triantafyllos Afouras Nantas Nardelli Shimon Whiteson 54 2,062 0 24 May 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 246 10,412 0 21 Jul 2016
High-Dimensional Continuous Control Using Generalized Advantage Estimation John Schulman Philipp Moritz Sergey Levine Michael I. Jordan Pieter Abbeel OffRL 40 3,368 0 08 Jun 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 285 12,662 0 11 Dec 2014
A Fully Distributed Reactive Power Optimization and Control Method for Active Distribution Networks Weiye Zheng Wenchuan Wu Boming Zhang Hongbin Sun Yebin Liu 36 313 0 18 Jul 2014