A Deep Reinforcement Learning Approach for Adaptive Traffic Routing in Next-gen Networks.
Akshita AbrolPurnima Murali MohanTram Truong-HuuPublished in: CoRR (2024)
Keyphrases
- traffic engineering
- reinforcement learning
- dynamic routing
- internet traffic
- ip addresses
- packet forwarding
- network topologies
- link failure
- telecommunication networks
- network traffic
- ip traffic
- traffic load
- network resources
- wireless ad hoc networks
- network layer
- traffic patterns
- network management
- path selection
- packet switching
- traffic flow
- cellular networks
- ip networks
- transportation networks
- traffic network
- routing algorithm
- routing protocol
- quality of service
- machine learning
- network design
- network topology
- ad hoc networks
- computer networks
- high speed networks
- state space
- wavelength division multiplexing
- medium access control
- intermediate nodes
- interconnection networks
- network coding
- traffic control
- traffic data
- network structure
- optimal policy
- social networks