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Marijana Peti

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#artificial intelligence Conference Sep 2025

Spatial-Semantic Reasoning using Large Language Models for Efficient UAV Search Operations

A real-time semantic navigation framework for Unmanned Aerial Vehicles (UAVs) focused on improving time efficiency in the Object Goal Navigation (ObjectNav) task, using a Large Language Model that interprets user-provided natural language instructions and performs semantic reasoning over detected objects and spatial context to prioritize high-probability search regions.

Marin Maletic, Marijana Peti, T. Petrović et al. · 3 citations