@article{
li2026review,
title={Review of Reinforcement Learning for Large Language Models: Formulations, Algorithms, and Opportunities},
author={Ziniu Li and Pengyuan Wang and Tian Xu and Tian Ding and Ruoyu Sun and Yang Yu},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2026},
url={https://openreview.net/forum?id=ghQQNjSxJc},
note={Survey Certification}
}