Deep Reinforcement Learning aided No-wait Flow Scheduling in Time-Sensitive Networks.
Xiaolong WangHaipeng YaoTianle MaiTianzheng NieLin ZhuYunjie LiuPublished in: WCNC (2022)
Keyphrases
- reinforcement learning
- differentiated services
- scheduling problem
- social networks
- function approximation
- scheduling algorithm
- information systems
- network design
- flow field
- network size
- communication delays
- computer networks
- neural network
- network structure
- dynamic scheduling
- resource constraints
- reinforcement learning algorithms
- markov decision processes
- supervised learning
- flow patterns
- flexible manufacturing systems
- resource allocation
- network topologies
- heterogeneous networks
- complex networks
- network analysis
- optimal control
- end to end
- learning problems