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AlphaDiverse: Post-Training Local Quantitative Research Agents for Diverse Exploration in Alpha Factor Mining

Wang, Qingzhuo et al.
arXiv (All) · Papers
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and-scienceartificial-intelligencecomputational-engineeringfinancemultiagent-systems
Large language model (LLM)-based multi-agent systems can automate alpha factor mining, but their reliance on external APIs limits control over cost, availability, and confidentiality. Long research loops also tend to revisit a few successful economic mechanisms that lead to research path collapse. T
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