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Dandan Zhang

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Conference Open access 2026

CodeRM-NT: Reward Model for Code RL without Unit Tests

This work proposes C ODE RM-NT, a code reward model with no reliance on unit tests that leverages Monte Carlo Tree Search guided by LLMs to generate code snippets and judges execution traces to annotate code with reward signals.

Xiao Xia, Dandan Zhang, Tian-Heng Sun · 0 citations