Adaptive Edge Resource Allocation for Maximizing the Number of Tasks Completed on Time: A Deep Q-Learning Approach

2020 ◽  
pp. 355-367
Author(s):  
Shanshan Wu ◽  
Qibo Sun ◽  
Ao Zhou ◽  
Shangguang Wang ◽  
Tao Lei
Keyword(s):  
Resource Allocation ◽  
Learning Approach ◽  
Q Learning

scholarly journals Resource Allocation in Uplink NOMA-IoT Networks: A Reinforcement-Learning Approach

2021 ◽  
pp. 1-1
Author(s):  
Waleed Ahsan ◽  
Wenqiang Yi ◽  
Zhijin Qin ◽  
Yuanwei Liu ◽  
Arumugam Nallanathan
Keyword(s):  
Resource Allocation ◽  
Reinforcement Learning ◽  
Learning Approach

scholarly journals A Q-learning based Resource Allocation for Downlink Non-Orthogonal Multiple Access Systems Considering QoS

IEEE Access ◽  
2021 ◽  
pp. 1-1
Author(s):  
Qi Zhai ◽  
Miodrag Bolic ◽  
Yong Li ◽  
Wei Cheng ◽  
Chenxi Liu
Keyword(s):  
Resource Allocation ◽  
Multiple Access ◽  
Q Learning

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
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