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cs.LG2025
Recurrent Auto-Encoders for Enhanced Deep Reinforcement Learning in Wilderness Search and Rescue Planning
Jan-Hendrik Ewers, David Anderson, Douglas Thomson
Wilderness search and rescue operations are often carried out over vast landscapes. The search efforts, however, must be undertaken in minimum time to maximize the chance of surviv…
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…