@article{largelanguagemodelsforsequentialdecision, title = {Large Language Models for Sequential Decision-Making: Improving In-Context Learning via Supervised Fine-Tuning}, author = {Minmin Zhang and Sina Aghaei and Soroush Saghafian}, year = {2026}, eprint = {2605.09009}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.09009}, }