@article{v05generalistvaluemodelasapriorforsparse, title = {$V_{0.5}$: Generalist Value Model as a Prior for Sparse RL Rollouts}, author = {Yi-Kai Zhang and Yueqing Sun and Hongyan Hao and Qi Gu and Xunliang Cai and De-Chuan Zhan and Han-Jia Ye}, year = {2026}, eprint = {2603.10848}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.10848}, }