Turning Failures into Value: Negative Experience Replay for RLVR via Confidence Gating and Boundary Failure Sampling.

Jialiang Guo, Fucheng Xiong, Xu He, Haodong Zhao, Xingyang Li, Ke Zeng, Xunliang Cai

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