Exploiting Multi-Task Learning to Achieve Effective Transfer Deep Reinforcement Learning in Elastic Optical Networks

2020 ◽  
Author(s):  
Xiaoliang Chen ◽  
Roberto Proietti ◽  
Che-Yu Liu ◽  
Zuqing Zhu ◽  
S. J. Ben Yoo
Keyword(s):  
Reinforcement Learning ◽  
Optical Networks ◽  
Task Learning ◽  
Effective Transfer

Efficiency and Fairness Improvement for Elastic Optical Networks using Reinforcement Learning-based Traffic Prediction

2021 ◽  
Author(s):  
Anastasios Valkanis ◽  
Georgia Beletsioti ◽  
Petros Nicopolitidis ◽  
Georgios Papadimitriou ◽  
Emmanouel Varvarigos
Keyword(s):  
Reinforcement Learning ◽  
Optical Networks ◽  
Traffic Prediction

A Reinforcement Learning Based Computing Task Offloading Scheme in Incompletely Expanded C+L-Band Metro Optical Networks

2021 ◽  
Author(s):  
Lihao Liu ◽  
Shan Yin ◽  
Chen Yang ◽  
Wei Zhang ◽  
Zhenhao Wang ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Optical Networks ◽  
L Band ◽  
Task Offloading
Sign in / Sign up

Export Citation Format

Share Document