Proactive Content Caching Based on Actor-Critic Reinforcement Learning for Mobile Edge Networks.
Wei JiangDaquan FengYao SunGang FengZhenzhong WangXiang-Gen XiaPublished in: IEEE Trans. Cogn. Commun. Netw. (2022)
Keyphrases
- actor critic
- reinforcement learning
- temporal difference
- policy gradient
- reinforcement learning algorithms
- function approximation
- approximate dynamic programming
- optimal control
- neuro fuzzy
- gradient method
- policy iteration
- model free
- average reward
- state space
- markov decision processes
- policy gradient methods
- learning algorithm
- temporal difference learning
- mobile devices
- multi agent
- optimal policy
- dynamic programming
- learning process
- control problems
- evaluation function
- control strategy
- recurrent neural networks
- function approximators
- control policy
- linear program
- reinforcement learning methods
- objective function