Reinforcement Learning for Traffic-Adaptive Sleep Mode Management in 5G Networks.
Meysam MasoudiMohammad Galal KhafagyEbrahim SoroushDaniele GiacomelliSimone MorosiCicek CavdarPublished in: PIMRC (2020)
Keyphrases
- reinforcement learning
- telecommunication networks
- telecommunications networks
- network management
- internet traffic
- network resources
- traffic flow
- traffic engineering
- transportation networks
- management system
- network monitoring
- social networks
- high priority
- traffic network
- traffic flows
- high speed networks
- information systems
- network traffic
- computer networks
- optimal control
- learning process
- traffic signal
- differentiated services
- transportation systems
- learning algorithm
- machine learning
- knowledge management
- model free
- real time
- project management
- information management
- network structure
- markov decision processes
- congestion control
- multi agent
- traffic patterns
- mobile robot
- road network