IEEE - Institute of Electrical and Electronics Engineers, Inc. - Global Stock Market Prediction Based on Stock Chart Images Using Deep Q-Network

Author(s): Jinho Lee ; Raehyun Kim ; Yookyung Koh ; Jaewoo Kang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2019
Volume: 7
Page(s): 167,260 - 167,277
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2019.2953542
Regular:

We applied Deep Q-Network with a Convolutional Neural Network function approximator, which takes stock chart images as input for making global stock market predictions. Our model not only yields... View More

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