Graph Convolutional Reinforcement Learning for Collaborative Queuing
Agents

Graph Convolutional Reinforcement Learning for Collaborative Queuing Agents

24 May 2022

Pham Tran Anh Quang

Jérémie Leguay

ArXiv (abs)PDF HTML

Papers citing "Graph Convolutional Reinforcement Learning for Collaborative Queuing Agents"

11 / 11 papers shown

Title
Multi-Agent Reinforcement Learning for Network Load Balancing in Data Center Zhiyuan Yao Zihan Ding T. Clausen 52 7 0 27 Jan 2022
Packet Routing with Graph Attention Multi-agent Reinforcement Learning Xu Mai Quanzhi Fu Yi Chen 33 18 0 28 Jul 2021
LFQ: Online Learning of Per-flow Queuing Policies using Deep Reinforcement Learning Maximilian Bachl J. Fabini Tanja Zseby 15 4 0 06 Jul 2020
Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control Shanghang Zhang Qi Zhang Jieyu Lin 31 101 0 06 Sep 2019
Learning Transferable Cooperative Behavior in Multi-Agent Teams Akshat Agarwal Sumit Kumar Katia Sycara AI4CE 71 119 0 04 Jun 2019
CoLight: Learning Network-level Cooperation for Traffic Signal Control Hua Wei Nan Xu Huichu Zhang Guanjie Zheng Xinshi Zang Chacha Chen Weinan Zhang Yanmin Zhu Kai Xu Z. Li 68 363 0 11 May 2019
Deep Multi-Agent Reinforcement Learning with Relevance Graphs Aleksandra Malysheva Tegg Taekyong Sung Chae-Bong Sohn D. Kudenko A. Shpilman 67 43 0 30 Nov 2018
Graph Convolutional Reinforcement Learning Jiechuan Jiang Chen Dun Tiejun Huang Zongqing Lu GNN 82 338 0 22 Oct 2018
Learning Attentional Communication for Multi-Agent Cooperation Jiechuan Jiang Zongqing Lu 80 488 0 20 May 2018
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents Kai Zhang Zhuoran Yang Han Liu Tong Zhang Tamer Basar 110 591 0 23 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 819 132,725 0 12 Jun 2017