FactorMiner: A Self-Evolving Agent with Skills and Experience Memory for Financial Alpha Discovery

By Yanlong Wang, Jian Xu, Hongkang Zhang, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang

Published 2026-08-19

Everscope rating

1472.1

Relevance to quantitative trading

10 / 10

Implementation complexity

7 / 10

Reproducibility

4 / 5

About this paper

Methodology: FactorMiner. Problem types: Factor Mining / Alpha Discovery, Time Series Forecasting, Portfolio Optimization, Optimization, Structured Prediction, Program Synthesis, Online Learning.

arXiv:2602.14670 · Paper rankings

Open the interactive Everscope explorer for full analysis, charts, and paper battles.