Generating Synergistic Formulaic Alpha Collections via Reinforcement Learning

25 May 2023

Papers citing "Generating Synergistic Formulaic Alpha Collections via Reinforcement Learning"

7 / 7 papers shown

Title
Navigating the Alpha Jungle: An LLM-Powered MCTS Framework for Formulaic Factor Mining Yu Shi Yitong Duan Jian Li 17 0 0 16 May 2025
Automate Strategy Finding with LLM in Quant Investment Zhizhuo Kou Holam Yu Jingshu Peng Lei Chen Lei Chen AIFin 47 6 0 10 Sep 2024
QuantFactor REINFORCE: Mining Steady Formulaic Alpha Factors with Variance-bounded REINFORCE Junjie Zhao Chengxi Zhang Min Qin Peng Yang OOD 31 3 0 08 Sep 2024
$$\text{Alpha}^2$: Discovering Logical Formulaic Alphas using Deep Reinforcement Learning$ $\text{Alpha}^2$ : Discovering Logical Formulaic Alphas using Deep Reinforcement Learning Feng Xu Yan-Chao Yin Xinyu Zhang Tianyuan Liu Shengyi Jiang Zongzhang Zhang 26 0 0 24 Jun 2024
Alpha-GPT 2.0: Human-in-the-Loop AI for Quantitative Investment Hang Yuan Sai Wang Jian Guo 37 3 0 15 Feb 2024
Synergistic Formulaic Alpha Generation for Quantitative Trading based on Reinforcement Learning Hong-Gi Shin Sukhyun Jeong Euiyeon Kim Sungho Hong Youngbeen Cho Yong-Hoon Choi 27 0 0 05 Jan 2024
Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment Sai Wang Hang Yuan Leon Zhou L. Ni H. Shum Jian Guo 28 20 0 31 Jul 2023