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#artificial intelligence Preprint Feb 2026

Boosting LLM Reasoning via Human-Inspired Reward Shaping

T2T(Thickening-to-Thinning), a dynamic reward framework inspired by human learning processes, implements a dual-phase mechanism that significantly outperforms standard GRPO and recent baselines, achieving superior performance.

Wen-Ze Lin, Zhen Yang, Xi-Tai Jiang et al. · 1 citation

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