Online Multi - Access Scheduling in Space-Air-Ground Integrated Networks Using Graph Neural Network - Enhanced Reinforcement Learning.
Yuejiao XieQianqian WuGuanchong NiuMan-On PunPublished in: ICC Workshops (2024)
Keyphrases
- neural network
- reinforcement learning
- fully connected
- network model
- average degree
- scheduling algorithm
- random walk
- online learning
- low dimensional
- state space
- equivalence classes
- artificial neural networks
- model free
- graph representation
- markov decision processes
- social networks
- small world
- heterogeneous networks
- function approximators
- genetic algorithm
- community discovery
- structured data
- access control
- scheduling problem
- machine learning
- graph structures
- citation networks
- recurrent networks
- real time
- reinforcement learning algorithms
- activation function
- network analysis
- weighted graph
- graph structure
- function approximation
- optimal policy
- dynamic programming