Application of Deep Q-Network in Portfolio Management

13 Mar 2020 Ziming Gao Yuan Gao Yi Hu Zhengyong Jiang Jionglong Su

Machine Learning algorithms and Neural Networks are widely applied to many different areas such as stock market prediction, face recognition and population analysis. This paper will introduce a strategy based on the classic Deep Reinforcement Learning algorithm, Deep Q-Network, for portfolio management in stock market... (read more)

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