MIND-Skill automatically induces generalizable skills from successful trajectories using multi-agent induction and deduction, with reconstruction, outcome, and rubric losses jointly optimized to guarantee quality and outperform prior skill generation methods on AppWorld and BFCL-v3.
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MIND-Skill: Quality-Guaranteed Skill Generation via Multi-Agent Induction and Deduction
MIND-Skill automatically induces generalizable skills from successful trajectories using multi-agent induction and deduction, with reconstruction, outcome, and rubric losses jointly optimized to guarantee quality and outperform prior skill generation methods on AppWorld and BFCL-v3.