Agentic Quantitative Trading: A Survey of Workflows, Systems, and Evaluation

By Fengrui Hua, Hengyi Yang, Xinlei Hao, Haohan Zhang, Bokai Cao, Yiyan Qi, Jia Li, Jian Guo

Published 2026-08-31

Everscope rating

1617.9

Relevance to quantitative trading

10 / 10

Implementation complexity

7 / 10

Reproducibility

3 / 5

About this paper

Methodology: Systematic Literature Survey. Problem types: Portfolio Optimization, Risk Management, Algorithmic Execution, Time Series Forecasting, Natural Language Processing, Optimization, Reinforcement Learning, Factor Mining, Signal Discovery, Order Execution.

arXiv:2608.31041 · Paper rankings

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