Reinforcement Learning Policy for Adaptive Edge Caching in Heterogeneous Vehicular Network.
Jiayin ChenWenchao XuNan ChengHuaqing WuShan ZhangXuemin Sherman ShenPublished in: GLOBECOM (2018)
Keyphrases
- heterogeneous networks
- reinforcement learning
- optimal policy
- network structure
- action selection
- state space
- edge detection
- function approximation
- learning algorithm
- propagation model
- policy search
- complex networks
- neural network
- markov decision process
- traffic light
- data dissemination
- cache management
- actor critic
- state and action spaces
- markov decision problems
- control policy
- partially observable
- model free
- prefetching
- link prediction
- wireless sensor networks
- social networks