Three-dimensional deep reinforcement learning for trajectory and resource optimization in UAV communication systems.
Chunlong HeJiaming XuXingquan LiZhukun LiPublished in: Phys. Commun. (2024)
Keyphrases
- communication systems
- three dimensional
- reinforcement learning
- information processing systems
- computer systems
- blind equalization
- multiple access
- communication technologies
- optimization problems
- optimization algorithm
- resource allocation
- underwater acoustic
- channel estimation
- path planning
- dynamic environments
- learning algorithm
- multi agent
- ultra wideband
- dynamic programming
- d objects
- control algorithm
- state space
- model free
- unmanned aerial vehicles
- mobile robot
- function approximation
- control system
- data processing
- machine learning
- optimal resource allocation
- vision based navigation
- computer simulation