Reinforcement-Learning based Portfolio Management with Augmented Asset
Movement Prediction States

Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States

9 February 2020

Papers citing "Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States"

17 / 17 papers shown

Title
MTS: A Deep Reinforcement Learning Portfolio Management Framework with Time-Awareness and Short-Selling Fengchen Gu Zhengyong Jiang Ángel García-Fernández Angelos Stefanidis Jionglong Su Huakang Li AI4TS AIFin 80 0 0 06 Mar 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
Dynamic Portfolio Optimization via Augmented DDPG with Quantum Price Levels-Based Trading Strategy Runsheng Lin Zihan Xing Mingze Ma Raymond S.T. Lee 52 2 0 15 Jan 2025
Learning Multiple Initial Solutions to Optimization Problems Elad Sharony Heng Yang Tong Che Marco Pavone Shie Mannor Peter Karkus 36 2 0 04 Nov 2024
TradExpert: Revolutionizing Trading with Mixture of Expert LLMs Qianggang Ding Haochen Shi Jiadong Guo Bang Liu AIFin 43 3 0 16 Oct 2024
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey Nikolaos Pippas Cagatay Turkay Elliot A. Ludvig AIFin 95 3 0 20 Aug 2024
Deep Reinforcement Learning and Mean-Variance Strategies for Responsible Portfolio Optimization Fernando Acero Parisa Zehtabi Nicolas Marchesotti Michael Cashmore Daniele Magazzeni Manuela Veloso OOD 35 1 0 25 Mar 2024
Reinforcement Learning with Maskable Stock Representation for Portfolio Management in Customizable Stock Pools Wentao Zhang Yilei Zhao Shuo Sun Jie Ying Yonggang Xie Zitao Song Xinrun Wang Bo An AIFin OOD 26 5 0 17 Nov 2023
A Novel Experts Advice Aggregation Framework Using Deep Reinforcement Learning for Portfolio Management MohammadAmin Fazli M. Lashkari Hamed Taherkhani J. Habibi AIFin 45 0 0 29 Dec 2022
Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management Yuandong Ding Ming Feng Guozi Liu Wei Jiang Chuheng Zhang Li Zhao Lei Song Houqiang Li Yan Jin Jiang Bian 35 16 0 15 Dec 2022
Reinforcement Learning Applied to Trading Systems: A Survey L. Felizardo Francisco Caio Lima Paiva Anna Helena Reali Costa E. Del-Moral-Hernandez AIFin 19 1 0 01 Nov 2022
MetaTrader: An Reinforcement Learning Approach Integrating Diverse Policies for Portfolio Optimization Hui Niu Siyuan Li Jian Li AIFin 32 30 0 01 Sep 2022
Asset Allocation: From Markowitz to Deep Reinforcement Learning Ricard Durall 14 4 0 14 Jul 2022
Reinforcement Learning for Quantitative Trading Shuo Sun R. Wang Bo An OffRL AIFin 25 51 0 28 Sep 2021
A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments Anil Berk Altuner Zeynep Hilal Kilimci AIFin 25 15 0 02 Jul 2021
DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation Wei Ping Fan Wu Yunhui Long Luka Rimanic Ce Zhang Bo-wen Li FedML 45 63 0 20 Mar 2021
Universal Trading for Order Execution with Oracle Policy Distillation Yuchen Fang Kan Ren Weiqing Liu Dong Zhou Weinan Zhang Jiang Bian Yong Yu Tie-Yan Liu OffRL 29 45 0 28 Jan 2021