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arxiv_cs_ai ยท Nov 3, 2026 ยท paper

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From AutoResearch to Continual AutoResearch: Do Agents Learn Across Tasks?

arxiv.orgNov 3, 2026
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In brief

Autoresearch has shown that agents can autonomously write code, run experiments, and iteratively improve machine learning solutions. Yet most evaluations start a new agent session from scratch for each new problem, ma...

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