BashCoder-R1: Towards Robust and Explainable Bash Script Generation with Robustness-Aware Group Relative Policy Optimization
BashCoder-R1 is presented, a framework that tackles both problems jointly, treating explainability as a design goal rather than a byproduct of correctness, and directly refines the generation policy against a weighted reward combining syntax correctness, robustness as verified by the static analyzer shellcheck, and adh...
Li Yang, Fengjun Zhang, Lei Yu et al.
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