Routing in optical transport networks with deep reinforcement learning.
José Suárez-VarelaAlbert MestresJunlin YuLi KuangHaoyu FengAlbert Cabellos-AparicioPere Barlet-RosPublished in: JOCN (2019)
Keyphrases
- reinforcement learning
- packet switching
- transport network
- switched networks
- network topologies
- wavelength division multiplexing
- function approximation
- wireless ad hoc networks
- network structure
- state space
- multi agent
- internet protocol
- model free
- routing problem
- optical burst switching
- dynamic routing
- packet forwarding
- ad hoc networks
- routing protocol
- machine learning
- routing algorithm
- social networks
- learning process
- traffic engineering
- end to end
- path selection
- optimal policy
- mobile wireless
- complex networks
- network topology
- computer networks
- network nodes
- network layer
- network infrastructure
- network design