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Preprint Jul 2026

Towards Reliable C-to-Rust Translation with Rule-Guided Reasoning and Reinforcement Learning

A Translation fRAmework Via rule-guided reasoning and rEinforcement Learning, namely TRAVEL, consisting of two modules that employs Monte Carlo Tree Search-based reasoning path construction guided by Rust-specific rules, and introduces reinforcement learning that couples execution feedback with reasoning-quality signals.

Feng Luo, Jiachen Liu, Cuiyun Gao et al. · 0 citations