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Learning financial asset-specific trading rules via deep reinforcement learning · Study

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ArticleLearning financial asset-specific trading rules via deep reinforcement learning

Mehran Taghian2022

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Articlegreen2022

Learning financial asset-specific trading rules via deep reinforcement learning

Mehran Taghian · Ahmad Asadi · Reza Safabakhsh

66 citations·0/0 files stored·Expert Systems with Applications

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Stock Market Forecasting Methods Financial Markets and Investment Strategies Financial Analysis and Corporate Governance

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References

1994The Sharpe Ratio 1992Simple Technical Trading Rules and the Stochastic Properties of Stock Returns 1999Using genetic algorithms to find technical trading rules 2016Deep Direct Reinforcement Learning for Financial Signal Representation and Trading 1995The profitability of technical trading rules in the Asian stock markets 1998Performance functions and reinforcement learning for trading systems and portfolios 2020Adaptive stock trading strategies with deep reinforcement learning methods 2003Generating trading rules on the stock markets with genetic programming

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2023A novel deep reinforcement learning framework with BiLSTM-Attention networks for algorithmic trading 2022Deep reinforcement learning based on transformer and U-Net framework for stock trading 2025The Evolution of Reinforcement Learning in Quantitative Finance: A Survey

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Year2022

Typearticle

Published2022-01-19

VenueExpert Systems with Applications

ISSN-L0957-4174

Languageen

Citations66

Files0 public / 0

ShelfStock Market Forecasting Methods

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doi10.1016/j.eswa.2022.116523

openalex_workW3095991885

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