Task graph offloading via deep reinforcement learning in mobile edge computing.
Jiagang LiuYun MiXinyu ZhangXiaocui LiPublished in: Future Gener. Comput. Syst. (2024)
Keyphrases
- reinforcement learning
- weighted graph
- undirected graph
- mobile devices
- random walk
- disjoint paths
- mobile phone
- graph representation
- edge weights
- mobile learning
- edge detection
- homology generators
- vertex set
- connected components
- multi agent
- function approximation
- graph theory
- strongly connected
- multiscale
- mobile environments
- graph model
- graph mining
- machine learning
- state space
- bipartite graph
- graph matching
- optimal policy
- structured data
- reinforcement learning algorithms
- markov decision processes
- edge detector
- model free
- graph structure
- mobile networks
- approximation algorithms
- spanning tree
- mobile computing
- mobile users
- directed acyclic graph