An intelligent financial portfolio trading strategy using deep Q-learning

8 July 2019

Papers citing "An intelligent financial portfolio trading strategy using deep Q-learning"

9 / 9 papers shown

Title
Risk-averse policies for natural gas futures trading using distributional reinforcement learning Félicien Hêche Biagio Nigro Oussama Barakat Stephan Robert-Nicoud OffRL 49 0 0 08 Jan 2025
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey Nikolaos Pippas Cagatay Turkay Elliot A. Ludvig AIFin 95 3 0 20 Aug 2024
Reinforcement Learning Applied to Trading Systems: A Survey L. Felizardo Francisco Caio Lima Paiva Anna Helena Reali Costa E. Del-Moral-Hernandez AIFin 27 1 0 01 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
An intelligent algorithmic trading based on a risk-return reinforcement learning algorithm Boyin Jin 24 1 0 23 Aug 2022
High-Dimensional Stock Portfolio Trading with Deep Reinforcement Learning Uta Pigorsch S. Schäfer AIFin 20 10 0 09 Dec 2021
Recent Advances in Reinforcement Learning in Finance B. Hambly Renyuan Xu Huining Yang OffRL 31 168 0 08 Dec 2021
An Application of Deep Reinforcement Learning to Algorithmic Trading Thibaut Théate D. Ernst AIFin 19 162 0 07 Apr 2020
Dreaming machine learning: Lipschitz extensions for reinforcement learning on financial markets J. Calabuig H. Falciani E. A. Sánchez-Pérez 23 26 0 09 Jul 2019