DROM: Optimizing the Routing in Software-Defined Networks With Deep Reinforcement Learning.
Changhe YuJulong LanZehua GuoYuxiang HuPublished in: IEEE Access (2018)
Keyphrases
- reinforcement learning
- network topologies
- wireless ad hoc networks
- software tools
- software maintenance
- network topology
- learning algorithm
- network size
- software systems
- function approximation
- packet forwarding
- machine learning
- computer networks
- markov decision processes
- social networks
- ad hoc networks
- routing algorithm
- complex networks
- network structure
- heterogeneous networks
- test cases
- computer systems
- software development
- traffic engineering
- switched networks