Centrality Based Congestion Detection Using Reinforcement Learning Approach for Traffic Engineering in Hybrid SDN

2021 ◽  
Vol 30 (1) ◽  
Author(s):  
Deva Priya Isravel ◽  
Salaja Silas ◽  
Elijah Blessing Rajsingh
Keyword(s):  
Reinforcement Learning ◽  
Traffic Engineering ◽  
Learning Approach ◽  
Congestion Detection ◽  
Hybrid Sdn

A Scalable Deep Reinforcement Learning Approach for Traffic Engineering Based on Link Control

2021 ◽  
Vol 25 (1) ◽  
pp. 171-175
Author(s):  
Penghao Sun ◽  
Julong Lan ◽  
Junfei Li ◽  
Jianpeng Zhang ◽  
Yuxiang Hu ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Traffic Engineering ◽  
Learning Approach

ScaleDRL: A Scalable Deep Reinforcement Learning Approach for Traffic Engineering in SDN with Pinning Control

2021 ◽  
Vol 190 ◽  
pp. 107891
Author(s):  
Penghao Sun ◽  
Zehua Guo ◽  
Julong Lan ◽  
Junfei Li ◽  
Yuxiang Hu ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Traffic Engineering ◽  
Pinning Control ◽  
Learning Approach

Attentional Shifting and Curiosity: a Reinforcement Learning Approach

2016 ◽  
Author(s):  
Dario di Nocera ◽  
Alberto Finzi ◽  
Silvia Rossi ◽  
Mariacarla Staffa
Keyword(s):  
Reinforcement Learning ◽  
Learning Approach ◽  
Attentional Shifting

scholarly journals Modelling, Detecting and Mitigating Threats against Industrial Healthcare Systems: A combined SDN and Reinforcement Learning Approach

2021 ◽  
pp. 1-1
Author(s):  
Panagiotis Radoglou-Grammatikis ◽  
Konstantinos Robolos ◽  
Panagiotis Sarigiannidis ◽  
Vasileios Argyriou ◽  
Thomas Lagkas ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Healthcare Systems ◽  
Learning Approach
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