@article{notallrolloutsareusefuldownsampling, title = {Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning}, author = {Yixuan Even Xu and Yash Savani and Fei Fang and Zico Kolter}, year = {2025}, eprint = {2504.13818}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.13818v1}, }