Alpha-R1: Alpha Screening with LLM Reasoning via Reinforcement Learning

By Zuoyou Jiang, Li Zhao, Rui Sun, Ruohan Sun, Zhongjian Li, Jing Li, Daxin Jiang, Zuo Bai, Cheng Hua

Published 2026-09-07

Everscope rating

1561.5

Relevance to quantitative trading

9 / 10

Implementation complexity

8 / 10

Reproducibility

4 / 5

About this paper

Methodology: Alpha-R1. Problem types: Portfolio Optimization, Ranking, Reinforcement Learning, Natural Language Processing, Optimization.

arXiv:2512.23515 · Code · Paper rankings

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