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Unsupervised Skill Discovery for Agentic Data Analysis

Zhisong Qiu, Kangqi Song, Shengwei Tang, Shuofei Qiao, Lei Liang, Huajun Chen, Shumin Deng
Jun 5, 2026 at 04:00
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arXiv:2606.06416v1 Announce Type: new Abstract: Inference-time skill augmentation provides a lightweight way to improve data-analytic agents by injecting reusable procedural knowledge without updating model parameters. However, discovering effective skills for data analysis remains challenging, as reliable supervision is expensive and success...

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