EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management 事件

EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management arXiv:2606.03841v1 Announce Type: new Abstract: 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-sta