Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning.
Chen XuJian WangTianhang YuChuili KongYourui HuangfuRong LiYiqun GeJun WangPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- scheduling problem
- wireless networks
- mobile devices
- function approximation
- wireless communication
- data broadcast
- buffer allocation
- wireless broadcast
- scheduling algorithm
- parallel machines
- mobile ad hoc networks
- optimal policy
- reinforcement learning algorithms
- model free
- round robin
- multi hop
- mobile networks
- markov decision processes
- flexible manufacturing systems
- state space
- multi agent
- mobile communication
- mobile users
- cellular networks
- resource allocation
- dynamic programming
- temporal difference
- learning algorithm
- real time database systems
- transfer learning
- information systems