@article{llmguidedprobabilisticprograminduction, title = {LLM-Guided Probabilistic Program Induction for POMDP Model Estimation}, author = {Aidan Curtis and Hao Tang and Thiago Veloso and Kevin Ellis and Joshua Tenenbaum and Tomás Lozano-Pérez and Leslie Pack Kaelbling}, year = {2025}, eprint = {2505.02216}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.02216v2}, }