Dynamic Resource Allocation and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach.
Daud KhanZeeshan PervaizPublished in: MLICOM (2020)
Keyphrases
- dynamic resource allocation
- reinforcement learning
- function approximation
- mobile devices
- resource allocation
- streaming video
- data streams
- mobile applications
- allocation policies
- mobile phone
- real time
- mobile networks
- reinforcement learning algorithms
- directed graph
- state space
- mobile environments
- learning algorithm
- optimal control
- context aware
- mobile users
- machine learning
- edge information
- temporal difference
- location aware
- weighted graph
- m learning
- optimal policy
- learning process
- directed acyclic graph
- spanning tree
- undirected graph
- video streaming
- model free
- image structure
- edge detector
- markov decision processes
- mobile learning
- sensor networks
- real time streaming