NAORL: Network Feature Aware Offline Reinforcement Learning for Real Time Bandwidth Estimation.
Wei ZhangXuefeng TaoJianan WangPublished in: MMSys (2024)
Keyphrases
- real time
- reinforcement learning
- high speed networks
- network bandwidth
- bandwidth allocation
- optical networks
- network resources
- video delivery
- network model
- robotic control
- communication links
- transport protocol
- network traffic
- network congestion
- high bandwidth
- congestion control
- bandwidth usage
- traffic load
- transmission rate
- neural network
- machine learning
- function approximation
- complex networks
- image features
- peer to peer
- quality of service
- social networks
- wireless sensor networks
- dynamic programming
- state space
- vision system
- wireless networks
- mobile networks
- markov decision processes
- allocation scheme
- distributed network
- computer networks
- communication networks
- model free
- network management