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Deep Reinforcement Learning for Algorithmic Trading
SSRN Electronic Journal
◽
10.2139/ssrn.3812473
◽
2021
◽
Author(s):
Álvaro Cartea
◽
Sebastian Jaimungal
◽
Leandro Sánchez-Betancourt
Keyword(s):
Reinforcement Learning
◽
Algorithmic Trading
Download Full-text
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Deep Robust Reinforcement Learning for Practical Algorithmic Trading
IEEE Access
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10.1109/access.2019.2932789
◽
2019
◽
Vol 7
◽
pp. 108014-108022
◽
Cited By ~ 13
Author(s):
Yang Li
◽
Wanshan Zheng
◽
Zibin Zheng
Keyword(s):
Reinforcement Learning
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Algorithmic Trading
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Risk-Averse Reinforcement Learning for Algorithmic Trading
SSRN Electronic Journal
◽
10.2139/ssrn.2361899
◽
2013
◽
Author(s):
Yun Shen
◽
Ruihong Huang
◽
Klaus Obermayer
Keyword(s):
Reinforcement Learning
◽
Algorithmic Trading
◽
Risk Averse
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A Novel Algorithmic Trading Approach Based on Reinforcement Learning
2019 11th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)
◽
10.1109/icmtma.2019.00093
◽
2019
◽
Author(s):
Li Xucheng
◽
Peng Zhihao
Keyword(s):
Reinforcement Learning
◽
Algorithmic Trading
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Risk-averse reinforcement learning for algorithmic trading
2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr)
◽
10.1109/cifer.2014.6924100
◽
2014
◽
Cited By ~ 1
Author(s):
Yun Shen
◽
Ruihong Huang
◽
Chang Yan
◽
Klaus Obermayer
Keyword(s):
Reinforcement Learning
◽
Algorithmic Trading
◽
Risk Averse
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An application of deep reinforcement learning to algorithmic trading
Expert Systems with Applications
◽
10.1016/j.eswa.2021.114632
◽
2021
◽
Vol 173
◽
pp. 114632
Author(s):
Thibaut Théate
◽
Damien Ernst
Keyword(s):
Reinforcement Learning
◽
Algorithmic Trading
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Practical Algorithmic Trading Using State Representation Learning and Imitative Reinforcement Learning
IEEE Access
◽
10.1109/access.2021.3127209
◽
2021
◽
pp. 1-1
Author(s):
Deog-Yeong Park
◽
Ki-Hoon Lee
Keyword(s):
Reinforcement Learning
◽
Representation Learning
◽
Algorithmic Trading
◽
State Representation
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Intelligent Algorithmic Trading Strategy using Reinforcement Learning and Directional Change
IEEE Access
◽
10.1109/access.2021.3105259
◽
2021
◽
pp. 1-1
Author(s):
Monira Aloud
◽
Nora Alkhamees
Keyword(s):
Reinforcement Learning
◽
Trading Strategy
◽
Algorithmic Trading
◽
Directional Change
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Using Reinforcement Learning in the Algorithmic Trading Problem
Journal of Communications Technology and Electronics
◽
10.1134/s1064226919120131
◽
2019
◽
Vol 64
(12)
◽
pp. 1450-1457
◽
Cited By ~ 2
Author(s):
E. S. Ponomarev
◽
I. V. Oseledets
◽
A. S. Cichocki
Keyword(s):
Reinforcement Learning
◽
Algorithmic Trading
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Time-driven feature-aware jointly deep reinforcement learning for financial signal representation and algorithmic trading
Expert Systems with Applications
◽
10.1016/j.eswa.2019.112872
◽
2020
◽
Vol 140
◽
pp. 112872
◽
Cited By ~ 5
Author(s):
Kai Lei
◽
Bing Zhang
◽
Yu Li
◽
Min Yang
◽
Ying Shen
Keyword(s):
Reinforcement Learning
◽
Algorithmic Trading
◽
Signal Representation
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VARIOUS APPROACHES TO APPLYING REINFORCEMENT LEARNING TECHNOLOGY IN ALGORITHMIC TRADING
Фундаментальные исследования (Fundamental Research)
◽
10.17513/fr.43158
◽
2021
◽
pp. 86-91
Author(s):
S.T. Gataullin
◽
I.Ya. Khasanshin
◽
P.V. Nikitin
◽
D.N. Semenov
◽
V.I. Kruglov
◽
...
Keyword(s):
Reinforcement Learning
◽
Algorithmic Trading
◽
Learning Technology
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