Visual-Advantage On-Policy Distillation for Vision-Language Models. - Ruiqi Liu; Xiaolei Lv; Gengsheng Li; Ximo Zhu; Zhiheng Wang; Zhengbo Zhang; Junkai Chen; Zhiheng Li; Bo Li; Jun Gao; Shu Wu (CoRR, 2026)