FinRL: Deep Reinforcement Learning Framework to Automate Trading in
Quantitative Finance

FinRL: Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance

7 November 2021

Papers citing "FinRL: Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance"

13 / 13 papers shown

Title
Can LLM-based Financial Investing Strategies Outperform the Market in Long Run? Weixian Waylon Li Hyeonjun Kim Mihai Cucuringu Tiejun Ma AIFin 55 0 0 11 May 2025
AlphaAgent: LLM-Driven Alpha Mining with Regularized Exploration to Counteract Alpha Decay Ziyi Tang Zhenpeng Chen Jiarui Yang Jiayao Mai Yongsen Zheng Keze Wang Jinrui Chen Liang Lin AIFin 58 2 0 24 Feb 2025
FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading Guojun Xiong Zhiyang Deng Keyi Wang Yupeng Cao Haohang Li ... Kaleb Smith Xiao-Yang Liu J. Huang Sophia Ananiadou Qianqian Xie AIFin 243 1 0 20 Feb 2025
Revisiting Ensemble Methods for Stock Trading and Crypto Trading Tasks at ACM ICAIF FinRL Contest 2023-2024 Nikolaus Holzer Keyi Wang Kairong Xiao Xiao-Yang Liu Yanglet AIFin 35 1 0 18 Jan 2025
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library Wenzhang Liu Wenzhe Cai Kun Jiang Guangran Cheng Yuanda Wang Changyin Sun Jingyu Cao Lele Xu Chaoxu Mu Changyin Sun 39 4 0 25 Dec 2023
Agent Performing Autonomous Stock Trading under Good and Bad Situations Yunfei Luo Zhangqi Duan AIFin 31 0 0 06 Jun 2023
Design Process is a Reinforcement Learning Problem Reza kakooee Benjamin Dillunberger OffRL 33 0 0 06 Nov 2022
Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting Berend Gort Xiao-Yang Liu Xinghang Sun Jiechao Gao Shuai Chen Chris Wang 32 13 0 12 Sep 2022
Fusing Blockchain and AI with Metaverse: A Survey Qinglin Yang Yetong Zhao Huawei Huang Zehui Xiong Jiawen Kang Zibin Zheng 40 312 0 10 Jan 2022
FinRL-Meta: A Universe of Near-Real Market Environments for Data-Driven Deep Reinforcement Learning in Quantitative Finance Xiao-Yang Liu Jingyang Rui Jiechao Gao Liuqing Yang Hongyang Yang Zhaoran Wang Chris Wang Jian Guo AIFin OffRL AI4CE 13 11 0 13 Dec 2021
Recent Advances in Reinforcement Learning in Finance B. Hambly Renyuan Xu Huining Yang OffRL 29 168 0 08 Dec 2021
Explainable Deep Reinforcement Learning for Portfolio Management: An Empirical Approach Mao Guan Xiao-Yang Liu AIFin AI4TS 27 20 0 07 Nov 2021
TensorLayer: A Versatile Library for Efficient Deep Learning Development Hao Dong A. Supratak Luo Mai Fangde Liu A. Oehmichen Simiao Yu Yike Guo 59 114 0 26 Jul 2017