AI RESEARCH
EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management
arXiv CS.AI
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ArXi:2606.03841v1 Announce Type: new Recent progress in Large Language Model (LLM) agents has enabled promising advances in automated data science. However, existing approaches remain fundamentally limited by their static action sets and lack of principled long-horizon context management, hindering their ability to accumulate reusable experience across tasks and operate reliably in multi-stage, iterative data science pipelines. To address these challenges, we