Deep Reinforcement Learning Based Task Offloading Algorithm for Mobile-edge Computing Systems

2019 ◽  
Author(s):  
Hao Meng ◽  
Daichong Chao ◽  
Qianying Guo
Keyword(s):  
Reinforcement Learning ◽  
Edge Computing ◽  
Mobile Edge Computing ◽  
Computing Systems ◽  
Task Offloading

scholarly journals Optimization of Task Offloading Strategy for Mobile Edge Computing Based on Multi-Agent Deep Reinforcement Learning

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 202573-202584
Author(s):  
Haifeng Lu ◽  
Chunhua Gu ◽  
Fei Luo ◽  
Weichao Ding ◽  
Shuai Zheng ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Edge Computing ◽  
Mobile Edge Computing ◽  
Multi Agent ◽  
Task Offloading

scholarly journals Task Offloading and Resource Allocation for Mobile Edge Computing by Deep Reinforcement Learning Based on SARSA

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 54074-54084 ◽  
Author(s):  
Taha Alfakih ◽  
Mohammad Mehedi Hassan ◽  
Abdu Gumaei ◽  
Claudio Savaglio ◽  
Giancarlo Fortino
Keyword(s):  
Resource Allocation ◽  
Reinforcement Learning ◽  
Edge Computing ◽  
Mobile Edge Computing ◽  
Task Offloading
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