Visionary-R1: Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning

Jiaer Xia, Yuhang Zang, Peng Gao +2

Learning general-purpose reasoning capabilities has long been a challenging problem in AI. Recent research in large language models (LLMs), such as DeepSeek-R1, has shown that rein…