Performance optimization of serverless edge computing function offloading based on deep reinforcement learning.
Xuyi YaoNingjiang ChenXuemei YuanPingjie OuPublished in: Future Gener. Comput. Syst. (2023)
Keyphrases
- reinforcement learning
- function approximation
- optimization algorithm
- edge detection
- markov decision processes
- optimization method
- model free
- function approximators
- multi agent
- global optimization
- optimization process
- efficient computation
- transition model
- learning algorithm
- reinforcement learning algorithms
- reward function
- optimization model
- weighted graph
- optimization methods
- optimization problems
- state space
- dynamic programming