Adversarial Attacks Against Reinforcement Learning-Based Portfolio Management Strategy

Many researchers have incorporated deep neural networks (DNNs) with reinforcement learning (RL) in automatic trading systems. However, such methods result in complicated algorithmic trading models with several defects, especially when a DNN model is vulnerable to malicious adversarial samples. Resea...

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發表在:	IEEE Access
Main Authors:	Yu-Ying Chen, Chiao-Ting Chen, Chuan-Yun Sang, Yao-Chun Yang, Szu-Hao Huang
格式:	Article
語言:	英语
出版:	IEEE 2021-01-01
主題:	Reinforcement learning adversarial attack
在線閱讀:	https://ieeexplore.ieee.org/document/9386090/