AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning.
Zipeng DaiChi Harold LiuYuxiao YeRui HanYe YuanGuoren WangJian TangPublished in: INFOCOM (2022)
Keyphrases
- reinforcement learning
- model free
- graph representation
- random walk
- function approximation
- machine learning
- reinforcement learning algorithms
- graph theory
- graph structure
- multi agent
- state space
- structured data
- graph theoretic
- control algorithm
- edge weights
- graph partitioning
- neural network
- network architecture
- graph databases
- graph model
- bipartite graph
- markov decision processes
- optimal policy
- dynamic environments
- function approximators
- graph construction
- unmanned aerial vehicles
- fully unsupervised
- graph based algorithm