Reinforcement learning based routing for time-aware shaper scheduling in time-sensitive networks.
Junhong MinYongjun KimMoonbeom KimJeongyeup PaekRamesh GovindanPublished in: Comput. Networks (2023)
Keyphrases
- reinforcement learning
- network topologies
- wireless ad hoc networks
- dynamic routing
- function approximation
- interconnection networks
- traffic engineering
- scheduling algorithm
- routing algorithm
- learning algorithm
- heterogeneous networks
- network nodes
- network structure
- markov decision processes
- scheduling problem
- machine learning
- network size
- packet switching
- model free
- resource constraints
- network topology
- routing protocol
- parallel machines
- reinforcement learning algorithms
- ad hoc networks
- complex networks
- end to end
- optimal policy
- internet protocol
- state space
- switched networks
- mobile wireless
- learning process