Improving the Scalability of Deep Reinforcement Learning-Based Routing with Control on Partial Nodes.
Penghao SunJulong LanZehua GuoYang XuYuxiang HuPublished in: ICASSP (2020)
Keyphrases
- reinforcement learning
- control problems
- shortest path
- control system
- optimal control
- load balance
- control strategies
- routing algorithm
- model free
- network topology
- directed graph
- network layer
- control policy
- network nodes
- temporal difference
- wireless mesh networks
- node density
- machine learning
- wireless ad hoc networks
- adaptive control
- function approximation
- ad hoc networks
- state space
- learning process
- social networks