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SkillFactory: Self-Distillation For Learning Cognitive Behaviors

📝 Summary:
SkillFactory fine-tunes models to learn cognitive skills using self-generated data before reinforcement learning. This self-distillation method enhances robustness and generalization post-RL, enabling models to effectively utilize acquired cognitive skills.

🔹 Publication Date: Published on Dec 3

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.04072
• PDF: https://arxiv.org/pdf/2512.04072

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