Collaborative cloud-edge-end task offloading with task dependency based on deep reinforcement learning.
Tiantian TangChao LiFagui LiuPublished in: Comput. Commun. (2023)
Keyphrases
- reinforcement learning
- cloud computing
- function approximation
- collaborative learning
- learning algorithm
- multi agent
- edge information
- machine learning
- edge detection
- robotic control
- collaborative activities
- bayesian networks
- state space
- optimal policy
- geographically dispersed
- reinforcement learning algorithms
- model free
- knowledge sharing
- dynamic programming
- information content
- temporal difference
- learning problems
- markov decision process
- function approximators
- collaborative environment
- temporal difference learning
- supervised learning
- policy search
- database