Timely-throughput Optimal Scheduling for Wireless Flows with Deep Reinforcement Learning.
Qi WangChentao HeKatia Jaffrès-RunserJianhui HuangYongjun XuPublished in: IWQoS (2022)
Keyphrases
- optimal scheduling
- reinforcement learning
- mesh network
- scheduling problem
- scheduling algorithm
- wireless networks
- wireless communication
- response time
- function approximation
- wireless link
- medium access control
- traffic patterns
- wireless mesh networks
- mobile devices
- reinforcement learning algorithms
- markov decision processes
- wireless communication systems
- learning process
- mobile networks
- resource utilization
- temporal difference
- action selection
- machine learning
- multi agent
- learning algorithm
- state space
- model free
- cellular networks
- wireless channels
- access points
- mobile communication
- optimal control
- mobile users
- mobile phone
- decision making
- higher throughput