A Deep-Reinforcement Learning Approach for Software-Defined Networking
Routing Optimization

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization

20 September 2017

David Sánchez-Charles

V. Muntés-Mulero

A. Cabellos-Aparicio

Papers citing "A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization"

10 / 10 papers shown

Title
Multi-Agent Reinforcement Learning for Network Routing in Integrated Access Backhaul Networks Shahaf Yamin H. Permuter 18 3 0 12 May 2023
MAGNNETO: A Graph Neural Network-based Multi-Agent system for Traffic Engineering Guillermo Bernárdez José Suárez-Varela Albert Lopez Xiang Shi Shihan Xiao Xiangle Cheng Pere Barlet-Ros A. Cabellos-Aparicio 33 24 0 31 Mar 2023
RayNet: A Simulation Platform for Developing Reinforcement Learning-Driven Network Protocols Luca Giacomoni Basil Benny G. Parisis 22 3 0 09 Feb 2023
Online Distributed Evolutionary Optimization of Time Division Multiple Access Protocols Anil Yaman T. Lee Giovanni Iacca 15 4 0 27 Apr 2022
DeepCQ+: Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for Highly Dynamic Networks Saeed Kaviani Bo Ryu Ejaz Ahmed Kevin Larson Anh-Ngoc Le Alex Yahja J. H. Kim 28 9 0 29 Nov 2021
Is Machine Learning Ready for Traffic Engineering Optimization? Guillermo Bernárdez José Suárez-Varela Albert Lopez Bo-Xi Wu Shihan Xiao Xiangle Cheng Pere Barlet-Ros A. Cabellos-Aparicio 37 46 0 03 Sep 2021
A Reinforcement Learning Approach for Scheduling in mmWave Networks M. Dogan Yahya H. Ezzeldin Christina Fragouli Addison W. Bohannon 22 10 0 01 Aug 2021
Relational Deep Reinforcement Learning for Routing in Wireless Networks Victoria Manfredi Alicia P. Wolfe Bing Wang X. Zhang 13 8 0 31 Dec 2020
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey Nguyen Cong Luong D. Hoang Shimin Gong Dusit Niyato Ping Wang Ying-Chang Liang Dong In Kim OffRL 48 1,422 0 18 Oct 2018
Artificial Intelligence Enabled Software Defined Networking: A Comprehensive Overview Majd Latah Levent Toker AI4CE 32 98 0 19 Mar 2018