Fast-Convergence Reinforcement Learning for Routing in LEO Satellite Networks.
Zhaolong DingHuijie LiuFeng TianZijian YangNan WangPublished in: Sensors (2023)
Keyphrases
- reinforcement learning
- network topologies
- wireless ad hoc networks
- social networks
- stochastic approximation
- dynamic routing
- function approximation
- packet forwarding
- internet protocol
- routing algorithm
- routing problem
- network topology
- traffic engineering
- mobile nodes
- mobile ad hoc networks
- learning algorithm
- convergence speed
- complex networks
- network structure
- markov decision processes
- dynamic programming
- optimal control
- temporal difference
- heterogeneous networks
- convergence rate
- routing protocol
- optimal policy
- state space
- destination node
- node density