Deep Reinforcement Learning for Fresh Data Collection in UAV-assisted IoT Networks.
Mengjie YiXijun WangJuan LiuYan ZhangBo BaiPublished in: CoRR (2020)
Keyphrases
- data collection
- reinforcement learning
- social networks
- mobile computing
- function approximation
- network structure
- data analysis
- collecting data
- state space
- management system
- sensor networks
- deep learning
- network analysis
- network size
- control algorithm
- multi agent
- markov decision processes
- path planning
- data sets
- network design
- heterogeneous networks
- reinforcement learning algorithms
- cellular networks
- transfer learning
- unmanned aerial vehicles
- dynamic environments
- wireless sensor networks
- mission planning