Rate Maximization with Reinforcement Learning for Time-Varying Energy Harvesting Broadcast Channels

2019 ◽  
Author(s):  
Heasung Kim ◽  
Wonjae Shin ◽  
Heecheol Yang ◽  
Nayoung Lee ◽  
Jungwoo Lee
Keyword(s):  
Reinforcement Learning ◽  
Energy Harvesting ◽  
Broadcast Channels ◽  
Time Varying ◽  
Rate Maximization

scholarly journals On the Design of Tailored Neural Networks for Energy Harvesting Broadcast Channels: A Reinforcement Learning Approach

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 179678-179691
Author(s):  
Heasung Kim ◽  
Jungtai Kim ◽  
Wonjae Shin ◽  
Heecheol Yang ◽  
Nayoung Lee ◽  
...  
Keyword(s):  
Neural Networks ◽  
Reinforcement Learning ◽  
Energy Harvesting ◽  
Broadcast Channels ◽  
Learning Approach

Deep Reinforcement Learning Guided Backup for Energy Harvesting Powered Systems

2021 ◽  
pp. 1-1
Author(s):  
Weifan Sun ◽  
Wei Fan ◽  
Mengying Zhao ◽  
Weining Song ◽  
Xiaojun Cai ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Energy Harvesting
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