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#self-evolving

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Hugging Face daily papersSep 28, 2026

TabFM-Auto: Self-Evolving Pipelines for Tabular Foundation Models

TabFM-Auto uses an agent to evolve data pipelines and leads TabArena and MLE-Bench tabular results.

2 sources tabular-foundation-model mle-agent

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Hugging Face daily papersSep 14, 2026

EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents

EvolveTrade lets LLM trading agents self-refine their tool-use policy from realized portfolio feedback, improving Sharpe ratios.

evolvetrade finance

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