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FinRL-Meta: A Universe of Near-Real Market Environments for Data-Driven Deep Reinforcement Learning in Quantitative Finance



Xiao-Yang Liu , Jingyang Rui , Jiechao Gao , Liuqing Yang , Hongyang Yang , Zhaoran Wang , Christina Dan Wang , Jian Guo


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SCMA Codebook Design Based on Uniquely Decomposable Constellation Groups



Xuewan Zhang , Dalong Zhang , Liuqing Yang , Gangtao Han , Hsiao-Hwa Chen , Di Zhang


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Uniquely Decomposable Constellation Group for SCMA Codebook Design



Xuewan Zhang , Dalong Zhang , Liuqing Yang , Gangtao Han , Hsiao-Hwa Chen , Di Zhang


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Adversarial Attacks and Defenses in Physiological Computing: A Systematic Review



Dongrui Wu , Weili Fang , Yi Zhang , Liuqing Yang , Xiaodong Xu , Hanbin Luo , Xiang Yu


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FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance



Xiao-Yang Liu , Hongyang Yang , Qian Chen , Runjia Zhang , Liuqing Yang , Bowen Xiao , Christina Dan Wang


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DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial News



Xinyi Li , Yinchuan Li , Hongyang Yang , Liuqing Yang , Xiao-Yang Liu

* arXiv admin note: text overlap with arXiv:1908.01112 

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