Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning.
Chen XuJian WangTianhang YuChuili KongYourui HuangfuRong LiYiqun GeJun WangPublished in: WCNC (2020)
Keyphrases
- reinforcement learning
- scheduling problem
- scheduling algorithm
- wireless networks
- function approximation
- mobile devices
- reinforcement learning algorithms
- data broadcast
- wireless communication
- model free
- round robin
- temporal difference
- wireless broadcast
- machine learning
- resource constraints
- dynamic programming
- communication technologies
- learning algorithm
- state space
- multi agent
- learning process
- neural network
- packet scheduling
- buffer allocation
- mobile clients
- flexible manufacturing systems
- data dissemination
- mobile communication
- multi hop
- flowshop
- action selection
- mobile ad hoc networks
- parallel machines
- steady state
- optimal control
- resource allocation