Alpha Discovery via Grammar-Guided Learning and Search

By Han Yang, Dong Hao, Zhuohan Wang, Qi Shi, Xingtong Li

Published 2026-01-30

Everscope rating

1661.4

Relevance to quantitative trading

10 / 10

Implementation complexity

8 / 10

Reproducibility

4 / 5

About this paper

Methodology: AlphaCFG. Problem types: Symbolic Regression, Reinforcement Learning, Optimization, Portfolio Construction, Ranking, Structured Prediction.

arXiv:2601.22119 · Code · Paper rankings

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