@article{controllinglonghorizonbehaviorinlanguage,
  title = {Controlling Long-Horizon Behavior in Language Model Agents with Explicit State Dynamics},
  author = {Sukesh Subaharan},
  year = {2026},
  eprint = {2601.16087},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.16087},
}