Service caching decision-making policy for mobile edge computing using deep reinforcement learning.
Hongchang KeHui WangKun YangHongbin SunPublished in: IET Commun. (2023)
Keyphrases
- reinforcement learning
- decision making
- action selection
- mobile environments
- optimal policy
- sequential decision making
- policy search
- policy making
- mobile services
- admission control
- markov decision process
- computing environments
- mobile devices
- decision process
- control policy
- cache invalidation
- reinforcement learning problems
- cache management
- value added services
- reinforcement learning algorithms
- mobile phone
- action space
- service providers
- temporal difference
- edge detection
- mobile clients
- internet services
- context aware
- function approximators
- state space
- machine learning
- mobile computing
- query processing
- policy evaluation
- end users
- decision makers
- dynamic programming
- markov decision problems
- function approximation
- multi agent
- policy iteration
- mobile learning
- markov decision processes
- reward function
- web services
- data access
- prefetching
- average reward
- context aware services
- actor critic
- mobile networks