@article{
surana2026generate,
title={Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for {LLM} Reinforcement Learning},
author={Rohan Surana and Gagan Mundada and Xunyi Jiang and Chuhan Wang and Zhenwei Tang and Difan Jiao and Zihan Huang and Yuxin Xiong and Junda Wu and Sheldon Yu and Xintong Li and Raghav Jain and Nikki Lijing Kuang and Sizhe Zhou and Bowen Jin and Zhendong Chu and Tong Yu and Ryan A. Rossi and Kuan-Hao Huang and Jingbo Shang and Jiawei Han and Julian McAuley},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2026},
url={https://openreview.net/forum?id=aB848FutiR},
note={}
}