Deep Reinforcement Learning for Demand-Aware Joint VNF Placement-and-Routing.
Shaoyang WangTiejun LvPublished in: GLOBECOM Workshops (2019)
Keyphrases
- reinforcement learning
- function approximation
- routing protocol
- multi agent
- routing problem
- state space
- routing algorithm
- machine learning
- robotic control
- action selection
- learning algorithm
- lead time
- network topology
- mobile ad hoc networks
- temporal difference
- reinforcement learning algorithms
- inventory control
- ad hoc networks
- optimal policy
- multi agent systems
- model free
- inventory management
- service requirements
- neural network