Jimin Park

Deep Reinforcement Learning for Reconnaissance Drone Path Planning with Clustered Targets

This research addresses the reconnaissance drone path planning problem that maximizes total reconnaissance value while ensuring at least one target per cluster is visited within flight distance constraints by proposing a deep reinforcement learning approach combining a Graph Attention Network encoder with an attention-...

MARS: Multi-Agent Rescheduling Framework with Large Language Models for Human-Centric Manufacturing