LLMs for Text-Based Exploration and Navigation Under Partial Observability

Stephan Sandfuchs, Maximilian Melchert, Jörg Frochte

Exploration and goal-directed navigation in unknown layouts are central to inspection, logistics, and search-and-rescue. We ask whether large language models (LLMs) can function as…