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CFR-RL: Traffic Engineering with Reinforcement Learning in SDN

CFR-RL: Traffic Engineering with Reinforcement Learning in SDN

IEEE Journal on Selected Areas in Communications (JSAC), 2020
24 April 2020
Member Ieee Junjie Zhang
Minghao Ye
Senior Member Ieee Zehua Guo
Chen-Yu Yen
F. I. H. Jonathan Chao
ArXiv (abs)PDFHTML

Papers citing "CFR-RL: Traffic Engineering with Reinforcement Learning in SDN"

14 / 14 papers shown
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks
Yuxi Wang
Heyao Liu
Guanzi Yao
Nyutian Long
Yue Kang
150
9
0
05 Sep 2025
Action-Constrained Imitation Learning
Action-Constrained Imitation Learning
Chia-Han Yeh
Tse-Sheng Nan
Risto Vuorio
Wei-Ting Hung
Hung-Yen Wu
Shao-Hua Sun
Ping-Chun Hsieh
186
3
0
20 Aug 2025
Reinforcement Learning Discovers Efficient Decentralized Graph Path
  Search Strategies
Reinforcement Learning Discovers Efficient Decentralized Graph Path Search StrategiesLOG IN (LOG IN), 2024
Alexei Pisacane
Victor-Alexandru Darvariu
Mirco Musolesi
189
0
0
12 Sep 2024
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for
  Mobile Edge Computing, its Applications, and Future Research Trajectories
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories
Ning Yang
Shuo Chen
Haijun Zhang
Randall Berry
OffRL
317
36
0
22 Apr 2024
Graph Reinforcement Learning for Combinatorial Optimization: A Survey
  and Unifying Perspective
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective
Victor-Alexandru Darvariu
Stephen Hailes
Mirco Musolesi
AI4CE
416
16
0
09 Apr 2024
Intelligent multicast routing method based on multi-agent deep
  reinforcement learning in SDWN
Intelligent multicast routing method based on multi-agent deep reinforcement learning in SDWN
Hongwen Hu
Miao Ye
Chenwei Zhao
Qiuxiang Jiang
Yong Wang
Hongbing Qiu
Xiaofang Deng
155
4
0
12 May 2023
Robust Path Selection in Software-defined WANs using Deep Reinforcement
  Learning
Robust Path Selection in Software-defined WANs using Deep Reinforcement Learning
Shahrooz Pouryousef
Lixin Gao
Don Towsley
149
1
0
21 Dec 2022
Teal: Learning-Accelerated Optimization of WAN Traffic Engineering
Teal: Learning-Accelerated Optimization of WAN Traffic EngineeringConference on Applications, Technologies, Architectures, and Protocols for Computer Communication (SIGCOMM), 2022
Zhiying Xu
Francis Y. Yan
Rachee Singh
Justin T. Chiu
Alexander M. Rush
Minlan Yu
374
90
0
25 Oct 2022
Graph Neural Modeling of Network Flows
Graph Neural Modeling of Network Flows
Victor-Alexandru Darvariu
Stephen Hailes
Mirco Musolesi
GNN
209
6
0
12 Sep 2022
DRL-M4MR: An Intelligent Multicast Routing Approach Based on DQN Deep
  Reinforcement Learning in SDN
DRL-M4MR: An Intelligent Multicast Routing Approach Based on DQN Deep Reinforcement Learning in SDNPhysical Communication (Phys. Commun.), 2022
Chenwei Zhao
Miao Ye
Xingsi Xue
Jianhui Lv
Qiuxiang Jiang
Yong Wang
73
27
0
31 Jul 2022
ENERO: Efficient Real-Time WAN Routing Optimization with Deep
  Reinforcement Learning
ENERO: Efficient Real-Time WAN Routing Optimization with Deep Reinforcement Learning
Paul Almasan
Shihan Xiao
Xiangle Cheng
Xiang Shi
Pere Barlet-Ros
A. Cabellos-Aparicio
410
29
0
22 Sep 2021
Escaping from Zero Gradient: Revisiting Action-Constrained Reinforcement
  Learning via Frank-Wolfe Policy Optimization
Escaping from Zero Gradient: Revisiting Action-Constrained Reinforcement Learning via Frank-Wolfe Policy OptimizationConference on Uncertainty in Artificial Intelligence (UAI), 2021
Jyun-Li Lin
Wei-Ting Hung
Shangtong Yang
Ping-Chun Hsieh
Xi Liu
291
21
0
22 Feb 2021
Reinforcement Learning for Caching with Space-Time Popularity Dynamics
Reinforcement Learning for Caching with Space-Time Popularity Dynamics
A. Sadeghi
G. Giannakis
Gang Wang
Fatemeh Sheikholeslami
210
1
0
19 May 2020
Deep Reinforcement Learning meets Graph Neural Networks: exploring a
  routing optimization use case
Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use caseComputer Communications (Comput. Commun.), 2019
Paul Almasan
J. Suárez-Varela
Krzysztof Rusek
Pere Barlet-Ros
A. Cabellos-Aparicio
GNNAI4CE
597
250
0
16 Oct 2019
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