scholarly journals Online Scheduling Optimization for DAG-Based Requests Through Reinforcement Learning in Collaboration Edge Networks

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 72985-72996
Author(s):  
Yaqiang Zhang ◽  
Zhangbing Zhou ◽  
Zhensheng Shi ◽  
Lin Meng ◽  
Zhenjiang Zhang
Keyword(s):  
Reinforcement Learning ◽  
Online Scheduling ◽  
Scheduling Optimization ◽  
Edge Networks

Multi-agent reinforcement learning for online scheduling in smart factories

2021 ◽  
Vol 72 ◽  
pp. 102202
Author(s):  
Tong Zhou ◽  
Dunbing Tang ◽  
Haihua Zhu ◽  
Zequn Zhang
Keyword(s):  
Reinforcement Learning ◽  
Online Scheduling ◽  
Multi Agent ◽  
Smart Factories

Deep Reinforcement Learning for DAG-based Concurrent Requests Scheduling in Edge Networks

2021 ◽  
pp. 359-366
Author(s):  
Yaqiang Zhang ◽  
Ruyang Li ◽  
Zhangbing Zhou ◽  
Yaqian Zhao ◽  
Rengang Li
Keyword(s):  
Reinforcement Learning ◽  
Edge Networks

Video Surveillance on Mobile Edge Networks—A Reinforcement-Learning-Based Approach

2020 ◽  
Vol 7 (6) ◽  
pp. 4746-4760
Author(s):  
Haoji Hu ◽  
Hangguan Shan ◽  
Chuankun Wang ◽  
Tengxu Sun ◽  
Xiaojian Zhen ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Video Surveillance ◽  
Edge Networks

scholarly journals Multi-Agent Reinforcement Learning Based Cooperative Content Caching for Mobile Edge Networks

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 61856-61867 ◽  
Author(s):  
Wei Jiang ◽  
Gang Feng ◽  
Shuang Qin ◽  
Yijing Liu
Keyword(s):  
Reinforcement Learning ◽  
Content Caching ◽  
Multi Agent ◽  
Edge Networks
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