An Application of Deep Reinforcement Learning to Algorithmic Trading

7 April 2020

Papers citing "An Application of Deep Reinforcement Learning to Algorithmic Trading"

7 / 7 papers shown

Title
Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation Jaskaran Singh Walia Aarush Sinha Srinitish Srinivasan Srihari Unnikrishnan 41 0 0 24 Feb 2025
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey Nikolaos Pippas Cagatay Turkay Elliot A. Ludvig AIFin 87 3 0 20 Aug 2024
MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading Chuqiao Zong Chaojie Wang Molei Qin Lei Feng Xinrun Wang Bo An AIFin 29 3 0 20 Jun 2024
Data Extraction, Transformation, and Loading Process Automation for Algorithmic Trading Machine Learning Modelling and Performance Optimization Nassi Ebadifard Ajitesh Parihar Y. Khmelevsky Gaétan Hains Albert Wong Frank Zhang 18 3 0 20 Dec 2023
Deep Reinforcement Learning for Robust Goal-Based Wealth Management Tessa Bauman Bruno Gašperov Stjepan Begušić Z. Kostanjčar AIFin 6 1 0 25 Jul 2023
Risk-Sensitive Policy with Distributional Reinforcement Learning Thibaut Théate D. Ernst OffRL 28 5 0 30 Dec 2022
Algorithmic Trading Using Continuous Action Space Deep Reinforcement Learning Naseh Majidi Mahdieh Shamsi F. Marvasti AIFin 16 7 0 07 Oct 2022