2 papers
cs.RO2025
Stone Soup Multi-Target Tracking Feature Extraction For Autonomous Search And Track In Deep Reinforcement Learning Environment
Jan-Hendrik Ewers, Joe Gibbs, David Anderson
Management of sensing resources is a non-trivial problem for future military air assets with future systems deploying heterogeneous sensors to generate information of the battlespa…
cs.LG2025
Multi-Target Radar Search and Track Using Sequence-Capable Deep Reinforcement Learning
Jan-Hendrik Ewers, David Cormack, Joe Gibbs +1
The research addresses sensor task management for radar systems, focusing on efficiently searching and tracking multiple targets using reinforcement learning. The approach develops…