AIBullisharXiv – CS AI · 6h ago6/10
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AlphaCrafter: A Full-Stack Multi-Agent Framework for Cross-Sectional Quantitative Trading
Researchers introduce AlphaCrafter, a multi-agent AI framework that automates quantitative trading by continuously discovering trading factors, adapting to market regimes, and executing trades with risk constraints. Tested on CSI 300 and S&P 500 indices, the system outperforms existing baselines in risk-adjusted returns, addressing a critical gap in fully automated, adaptive trading pipeline design.