Dynamic Multichannel Access Based on Deep Reinforcement Learning in Distributed Wireless Networks

2021 ◽  
pp. 1-4
Author(s):  
Qimei Cui ◽  
Ziyuan Zhang ◽  
Shi Yanpeng ◽  
Wei Ni ◽  
Ming Zeng ◽  
...  
Keyword(s):  
Wireless Networks ◽  
Reinforcement Learning ◽  
Multichannel Access

scholarly journals Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks

2018 ◽  
Vol 4 (2) ◽  
pp. 257-265 ◽  
Author(s):  
Shangxing Wang ◽  
Hanpeng Liu ◽  
Pedro Henrique Gomes ◽  
Bhaskar Krishnamachari
Keyword(s):  
Wireless Networks ◽  
Reinforcement Learning ◽  
Multichannel Access

Buffer-Aware Streaming in Small-Scale Wireless Networks: A Deep Reinforcement Learning Approach

2019 ◽  
Vol 68 (7) ◽  
pp. 6891-6902 ◽  
Author(s):  
Yashuang Guo ◽  
F. Richard Yu ◽  
Jianping An ◽  
Kai Yang ◽  
Ying He ◽  
...  
Keyword(s):  
Wireless Networks ◽  
Reinforcement Learning ◽  
Small Scale ◽  
Learning Approach
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