Financial Time Series Trading using DDPG Considering Multi-scale Features

Author:

Chen Juncheng1ORCID,Liu Zhanling1ORCID,Cai Xiaoyun2ORCID,Cai Zhi1ORCID,Wang Weiwei3ORCID

Affiliation:

1. Beijing University of Technology, China

2. Tsinghua University High School-ChaoYang, China

3. Beijing University of Chemical Technology, China

Publisher

ACM

Reference40 articles.

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2. AdTurtle: An Advanced Turtle Trading System

3. Patel , J. , , Predicting stock and stock price index movement using trend deterministic data preparation and machine learning techniques. Expert systems with applications , 2015 . 42(1): p. 259–268. Patel, J., , Predicting stock and stock price index movement using trend deterministic data preparation and machine learning techniques. Expert systems with applications, 2015. 42(1): p. 259–268.

4. An overview of statistical learning theory

5. Tsai , C. and Y. Hsiao , Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches. Decision support systems , 2010 . 50(1): p. 258–269. Tsai, C. and Y. Hsiao, Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches. Decision support systems, 2010. 50(1): p. 258–269.

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