A multi-UAV assisted task offloading and path optimization for mobile edge computing via multi-agent deep reinforcement learning.
Tao JuLinjuan LiShuai LiuYu ZhangPublished in: J. Netw. Comput. Appl. (2024)
Keyphrases
- reinforcement learning
- multi agent
- edge detection
- function approximation
- optimization algorithm
- learning algorithm
- global optimization
- model free
- optimization problems
- mobile devices
- mobile phone
- multiagent systems
- learning process
- mobile computing
- cooperative
- computing environments
- multi agent environments
- machine learning
- reinforcement learning algorithms
- shortest path
- optimization method
- mobile learning
- multi agent systems
- dynamic environments
- context aware
- edge information
- state space
- coalition formation
- multi objective
- mobile environments
- action selection
- reinforcement learning methods
- search and rescue
- multiscale
- packet transmission