Deep Reinforcement Learning meets Graph Neural Networks: An optical network routing use case.
Paul AlmasanJosé Suárez-VarelaArnau Badia-SamperaKrzysztof RusekPere Barlet-RosAlbert Cabellos-AparicioPublished in: CoRR (2019)
Keyphrases
- network routing
- neural network
- reinforcement learning
- routing algorithm
- dynamic optimization
- neural network model
- artificial neural networks
- data mining
- ant colony optimisation
- fault diagnosis
- optimal policy
- back propagation
- shortest path
- nearest neighbor
- fuzzy logic
- state space
- learning algorithm
- genetic algorithm
- optimization problems
- response time
- benchmark problems
- machine learning