Experimental evaluation of a latency-aware routing and spectrum assignment mechanism based on deep reinforcement learning.
Carlos Hernández-ChuldeRamon CasellasRicardo MartínezRicard VilaltaRaul MuñozPublished in: J. Opt. Commun. Netw. (2023)
Keyphrases
- experimental evaluation
- reinforcement learning
- function approximation
- learning algorithm
- computational model
- model free
- reinforcement learning algorithms
- markov decision processes
- optimal policy
- routing protocol
- inter domain
- network topology
- optimal control
- high throughput
- neural network
- dynamic programming
- learning process
- machine learning