Robust Path Selection in Software-defined WANs using Deep Reinforcement
Learning

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Robust Path Selection in Software-defined WANs using Deep Reinforcement Learning

21 December 2022

Shahrooz Pouryousef

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Papers citing "Robust Path Selection in Software-defined WANs using Deep Reinforcement Learning"

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Title
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 85 20 0 22 Sep 2021
CFR-RL: Traffic Engineering with Reinforcement Learning in SDN Member Ieee Junjie Zhang Minghao Ye Senior Member Ieee Zehua Guo Chen-Yu Yen F. I. H. Jonathan Chao 32 138 0 24 Apr 2020
Learning Scheduling Algorithms for Data Processing Clusters Hongzi Mao Malte Schwarzkopf S. Venkatakrishnan Zili Meng Mohammad Alizadeh OffRL 90 646 0 03 Oct 2018
Experience-driven Networking: A Deep Reinforcement Learning based Approach Zhiyuan Xu Jian Tang Jingsong Meng Weiyi Zhang Yanzhi Wang C. Liu Dejun Yang OffRL 76 362 0 17 Jan 2018
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 139 2,830 0 19 Aug 2017
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 435 18,361 0 27 May 2016
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 132 12,272 0 19 Dec 2013