@article{imaginebenchevaluatingreinforcement, title = {ImagineBench: Evaluating Reinforcement Learning with Large Language Model Rollouts}, author = {Jing-Cheng Pang and Kaiyuan Li and Yidi Wang and Si-Hang Yang and Shengyi Jiang and Yang Yu}, year = {2025}, eprint = {2505.10010}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.10010v1}, }