Enhancing Battlefield Awareness: An Aerial RIS-assisted ISAC System with Deep Reinforcement Learning.
Hyunsang ChoSeonghoon YooBang Chul JungJoonhyuk KangPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- reinforcement learning algorithms
- model free
- function approximation
- situation awareness
- state space
- command and control
- aerial images
- target recognition
- optimal policy
- learning process
- temporal difference
- multi agent
- machine learning
- policy search
- target detection
- vehicle tracking
- situational awareness
- target tracking
- database
- lidar data
- aerial imagery
- robotic control
- autonomous learning
- transition model
- reinforcement learning methods
- optimal control
- sar images
- satellite images
- markov decision processes
- decision making
- learning algorithm
- data mining
- real time