Deep Reinforcement Learning for Fresh Data Collection in UAV-assisted IoT Networks.
Mengjie YiXijun WangJuan LiuYan ZhangBo BaiPublished in: INFOCOM Workshops (2020)
Keyphrases
- data collection
- reinforcement learning
- management system
- function approximation
- sensor networks
- mobile computing
- social networks
- state space
- complex networks
- markov decision processes
- network structure
- data analysis
- network analysis
- heterogeneous networks
- control algorithm
- network size
- reinforcement learning algorithms
- data sets
- path planning
- optimal control
- big data
- context aware
- temporal difference
- supervised learning
- multi agent
- machine learning