Home » Authors » Xiaoqiang Wang, Ting-En Lin, Yuchuan Wu, Pinyi Zhang, Caixin Kang, Ling Li, Bingxue Qiu, Jieping Ye, Yongbin Li, Bang Liu

Xiaoqiang Wang, Ting-En Lin, Yuchuan Wu, Pinyi Zhang, Caixin Kang, Ling Li, Bingxue Qiu, Jieping Ye, Yongbin Li, Bang Liu

Public reference bibliography and cataloged PDF materials authored or published by Xiaoqiang Wang, Ting-En Lin, Yuchuan Wu, Pinyi Zhang, Caixin Kang, Ling Li, Bingxue Qiu, Jieping Ye, Yongbin Li, Bang Liu.

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HarnessRL: Co-Evolving Policies with a Just-in-Time Training Harness for Open-Ended RL

Year: 2026 • Source: arxiv.org • Listed PDF

Rubric-based reinforcement learning (RL) trains policies for open-ended generation with natural-language criteria as rewards, but these rewards can become ineffective as training progresses. We identify two failure modes...