Joint Offloading and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach.
SooHyun ParkJunhui KimDohyun KwonMyungjae ShinJoongheon KimPublished in: APWCS (2019)
Keyphrases
- reinforcement learning
- streaming video
- mobile devices
- function approximation
- mobile phone
- state space
- real time streaming
- m learning
- markov decision processes
- optimal policy
- mobile computing
- video streaming
- data streams
- mobile networks
- reinforcement learning algorithms
- deep learning
- machine learning
- edge detector
- mobile applications
- learning algorithm
- learning process
- data sets
- multiscale
- location aware
- multi agent
- temporal difference
- context aware
- directed acyclic graph
- directed graph
- optimal control
- mobile users
- streaming data
- undirected graph
- supervised learning
- model free
- action selection
- smart phones
- weighted graph
- policy search