一作ICLR 2026Poster· Reinforcement Learning / Online
REA-RL: Reflection-Aware Online Reinforcement Learning for Efficient Reasoning
Hexuan Deng · Wenxiang Jiao · Xuebo Liu · Jun Rao · Min Zhang
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Hexuan Deng · Wenxiang Jiao · Xuebo Liu · Jun Rao · Min Zhang
Jun Rao · Xuebo Liu · Hexuan Deng · Zepeng Lin · Zixiong Yu · Jiansheng Wei · Xiaojun Meng · Min Zhang
In mathematical reasoning, data selection strategies predominantly rely on static, externally defined metrics, which fail to adapt to the evolving capabilities of models during training. This misalignment limits the efficiency of Supervised Fine-Tuning and Reinforcement Learning. To bridge this g...