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Yuxiang Wei, Olivier Duchenne, Jade Copet, Quentin Carbonneaux, LINGMING ZHANG, Daniel Fried, Gabriel Synnaeve, Rishabh Singh, Sida Wang

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cs.SE 1

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2026 1

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UNVERDICTED 1

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SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents

cs.SE · 2026-04-12 · unverdicted · novelty 5.0

SWE-Shepherd trains a lightweight PRM on SWE-Bench trajectories to score intermediate actions and guide code agents, showing gains in efficiency and action quality on SWE-Bench Verified.

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  • SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents cs.SE · 2026-04-12 · unverdicted · none · ref 9

    SWE-Shepherd trains a lightweight PRM on SWE-Bench trajectories to score intermediate actions and guide code agents, showing gains in efficiency and action quality on SWE-Bench Verified.