Deep Reinforcement Learning-based Dynamic Bandwidth Allocation in Weighted Fair Queues of Routers.
Jinyan PanGang ChenHaoran WuXi PengLi XiaPublished in: CASE (2022)
Keyphrases
- reinforcement learning
- end to end
- function approximation
- learning algorithm
- load balancing
- high speed
- model free
- temporal difference
- finite capacity
- transfer learning
- neural network
- waiting times
- autonomous learning
- reinforcement learning algorithms
- ip networks
- service rates
- robotic control
- reinforcement learning methods
- temporal difference learning
- deep learning
- single server
- action selection
- weighted graph
- optimal policy
- distributed systems
- learning process