High-Dimensional Stock Portfolio Trading with Deep Reinforcement Learning

9 December 2021

Papers citing "High-Dimensional Stock Portfolio Trading with Deep Reinforcement Learning"

12 / 12 papers shown

Title
Reinforcement Learning with Expert Trajectory For Quantitative Trading Sihang Chen Weiqi Luo Chao Yu 24 3 0 09 May 2021
Learning Financial Asset-Specific Trading Rules via Deep Reinforcement Learning Mehran Taghian A. Asadi Reza Safabakhsh AIFin 39 47 0 27 Oct 2020
An Application of Deep Reinforcement Learning to Algorithmic Trading Thibaut Théate D. Ernst AIFin 64 166 0 07 Apr 2020
Deep Reinforcement Learning for Trading Zihao Zhang S. Zohren Stephen J. Roberts AIFin 79 207 0 22 Nov 2019
An intelligent financial portfolio trading strategy using deep Q-learning Hyungju Park M. Sim D. Choi AIFin 58 88 0 08 Jul 2019
Practical Deep Reinforcement Learning Approach for Stock Trading Xiao-Yang Liu Zhuoran Xiong Shanli Zhong Hongyang Yang A. Elwalid AIFin 68 165 0 19 Nov 2018
Financial Trading as a Game: A Deep Reinforcement Learning Approach Chien-Yi Huang AIFin 76 72 0 08 Jul 2018
A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem Zhengyao Jiang Dixing Xu Jinjun Liang OOD 62 345 0 30 Jun 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 127 12,231 0 19 Dec 2013
Horizontal and Vertical Ensemble with Deep Representation for Classification Jingjing Xie Bing Xu Chuang Zhang SSL 105 76 0 12 Jun 2013