@article{llmsfortextbasedexplorationandnavigation, title = {LLMs for Text-Based Exploration and Navigation Under Partial Observability}, author = {Stephan Sandfuchs and Maximilian Melchert and Jörg Frochte}, year = {2026}, eprint = {2604.09604}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.09604}, }