Bighead's Algorithm Notes

Aug 24, 2026 · Artificial Intelligence

Paper Review: PandaAI – An Intelligent Factor‑Mining Agent

This article reviews the PandaAI framework, a closed‑loop neural‑symbolic LLM agent that models market regimes, applies constrained Monte‑Carlo Tree Search for factor generation, and continuously adapts via back‑test feedback, achieving significantly higher Rank IC and lower drawdown on CSI‑300 data.