IoRT Data Collection With LEO Satellite-Assisted and Cache-Enabled UAV: A Deep Reinforcement Learning Approach.
Shuai ZhangTianzhang CaiDi WuDominic SchupkeNirwan AnsariCicek CavdarPublished in: IEEE Trans. Veh. Technol. (2024)
Keyphrases
- data collection
- reinforcement learning
- function approximation
- collecting data
- prefetching
- state space
- vision based navigation
- sensor networks
- data analysis
- robotic control
- remote sensing
- unmanned aerial vehicles
- model free
- data sets
- orbit determination
- transfer learning
- path planning
- multi agent
- control algorithm
- reinforcement learning algorithms
- temporal difference
- web caching
- deep learning
- machine learning
- data access
- query processing
- dynamic programming
- markov decision processes
- hit rate
- data entry
- databases
- optimal policy
- policy search
- cache management
- cache misses
- aerial vehicles
- mission planning
- data management
- supervised learning