A Deep Reinforcement Learning Approach for Portfolio Management in Non-Short-Selling Market

Reinforcement learning (RL) has been applied to financial portfolio management in recent years. Current studies mostly focus on profit accumulation without much consideration of risk. Some risk-return balanced studies extract features from price and volume data only, which is highly correlated and m...

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Bibliographic Details
Main Authors: Ruidan Su, Chun Chi, Shikui Tu, Lei Xu
Format: Article
Language:English
Published: Wiley 2024-01-01
Series:IET Signal Processing
Online Access:http://dx.doi.org/10.1049/2024/5399392
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