CoDRL: Intelligent Packet Routing in SDN Using Convolutional Deep Reinforcement Learning.
Pravati SwainUttam KamaliaRaj BhandarkarTejas ModiPublished in: ANTS (2019)
Keyphrases
- reinforcement learning
- deep learning
- packet transmission
- network layer
- packet switching
- switched networks
- ip traffic
- node density
- packet forwarding
- function approximation
- deep belief networks
- routing problem
- learning capabilities
- learning algorithm
- unsupervised feature learning
- state space
- destination node
- routing algorithm
- ad hoc networks
- model free
- network architecture
- intermediate nodes
- sparse coding
- markov decision processes
- multi agent
- internet protocol
- network topology
- quality of service
- unsupervised learning
- restricted boltzmann machine
- internet traffic
- routing protocol
- dynamic programming