DeepCast: Towards Personalized QoE for Edge-Assisted Crowdcast With Deep Reinforcement Learning.
Fangxin WangCong ZhangFeng WangJiangchuan LiuYifei ZhuHaitian PangLifeng SunPublished in: IEEE/ACM Trans. Netw. (2020)
Keyphrases
- reinforcement learning
- function approximation
- adaptive learning
- edge information
- learning algorithm
- edge detector
- network management
- user profiles
- video streaming
- dynamic programming
- e learning
- user modeling
- context aware
- state space
- supervised learning
- machine learning
- context awareness
- robotic control
- optimal policy
- packet loss
- weighted graph
- markov decision processes
- edge map
- transfer learning
- model free
- action selection
- deep learning
- user oriented
- cognitive radio
- transition model
- policy search
- neural network