Dynamic Computation Offloading With Energy Harvesting Devices: A Hybrid-Decision-Based Deep Reinforcement Learning Approach

2020 ◽  
Vol 7 (10) ◽  
pp. 9303-9317
Author(s):  
Jing Zhang ◽  
Jun Du ◽  
Yuan Shen ◽  
Jian Wang
Keyword(s):  
Reinforcement Learning ◽  
Energy Harvesting ◽  
Computation Offloading ◽  
Learning Approach ◽  
Dynamic Computation ◽  
Energy Harvesting Devices

Collaborative Computation Offloading and Resource Allocation in Multi-UAV Assisted IoT Networks: A Deep Reinforcement Learning Approach

2021 ◽  
pp. 1-1
Author(s):  
Abegaz Mohammed Seid ◽  
Gordon Owusu Boateng ◽  
Stephen Anokye ◽  
Thomas Kwantwi ◽  
Guolin Sun ◽  
...  
Keyword(s):  
Resource Allocation ◽  
Reinforcement Learning ◽  
Computation Offloading ◽  
Learning Approach ◽  
Multi Uav

scholarly journals Dependency-Aware Computation Offloading in Mobile Edge Computing: A Reinforcement Learning Approach

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 134742-134753 ◽  
Author(s):  
Shengli Pan ◽  
Zhiyong Zhang ◽  
Zongwang Zhang ◽  
Deze Zeng
Keyword(s):  
Reinforcement Learning ◽  
Edge Computing ◽  
Computation Offloading ◽  
Learning Approach ◽  
Mobile Edge Computing
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