Latency-Aware Routing and Spectrum Assignment with Deep Reinforcement Learning.
Carlos Hernández-ChuldeRamon CasellasRicardo MartínezRicard VilaltaRaul MuñozPublished in: DRCN (2022)
Keyphrases
- reinforcement learning
- routing algorithm
- function approximation
- state space
- learning algorithm
- markov decision processes
- optimal policy
- machine learning
- routing protocol
- neural network
- response time
- robotic control
- inter domain
- routing problem
- ad hoc networks
- reinforcement learning algorithms
- routing decisions
- multi agent
- optimal control
- prefetching
- learning problems
- model free
- deep learning
- markov decision process
- low latency
- function approximators
- reinforcement learning methods
- supervised learning
- high speed