Resource Allocation for Multi-target Radar Tracking via Constrained Deep Reinforcement Learning.
Ziyang LuMustafa Cenk GursoyPublished in: PIMRC (2023)
Keyphrases
- resource allocation
- multi target
- multi target tracking
- reinforcement learning
- tracking scheme
- visual tracking
- multi sensor
- multiple targets
- data association
- resource allocation problems
- multi camera
- optimal resource allocation
- random forests
- particle filter
- resource allocation decisions
- object tracking
- allocation problems
- state space
- motion model
- scarce resources
- resource allocation and scheduling
- appearance model
- distributed resource allocation
- real time
- infrared
- multi agent
- multiscale
- machine learning
- kalman filter
- mean shift
- optimal policy
- video sequences
- computer vision
- learning algorithm