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arxiv_cs_cl · Oct 8, 2026 · paper

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ViSkill: Reinforcing VLM Agents with Evolving Visual-Native Skills

arxiv.orgOct 8, 2026
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In brief

Skill-augmented agents improve sample efficiency by distilling successful trajectories into reusable strategies. Yet most existing approaches remain text-centric, linearizing spatial layouts and action-state correspon...

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ViSkill: Reinforcing VLM Agents with Evolving Visual-Native Skills

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