Resource optimization for UAV-assisted mobile edge computing system based on deep reinforcement learning.
Fan YuDingcheng YangFahui WuYapeng WangHao HePublished in: Phys. Commun. (2023)
Keyphrases
- reinforcement learning
- mobile devices
- optimization problems
- optimization process
- mobile phone
- state space
- function approximation
- global optimization
- resource allocation
- optimal resource allocation
- resource constraints
- edge information
- optimization methods
- optimal policy
- neural network
- learning problems
- mobile learning
- dynamic environments
- mobile users
- control algorithm
- resource management
- mobile robot
- constrained optimization
- evolutionary algorithm
- mobile networks
- multi agent
- image segmentation