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Bitcoin transaction strategy construction based on deep reinforcement learning · Study

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ArticleBitcoin transaction strategy construction based on deep reinforcement learning

Fengrui Liu2021

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Articlegreen2021

Bitcoin transaction strategy construction based on deep reinforcement learning

Fengrui Liu · Yang Li · Baitong Li · Jiaxin Li · Huiyang Xie

56 citations·0/0 files stored·Applied Soft Computing

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Stock Market Forecasting Methods Financial Markets and Investment Strategies Blockchain Technology Applications and Security

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References

1992Simple Technical Trading Rules and the Stochastic Properties of Stock Returns 2017Volatility estimation for Bitcoin: A comparison of GARCH models 2018Predicting the Price of Bitcoin Using Machine Learning 2018What can explain the price, volatility and trading volume of Bitcoin?2018Predicting the direction, maximum, minimum and closing prices of daily Bitcoin exchange rate using machine learning techniques 2018Predicting bitcoin returns using high-dimensional technical indicators 2015Bitcoin spread prediction using social and web search media 2020CNN-based multivariate data analysis for bitcoin trend prediction

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2023A novel deep reinforcement learning framework with BiLSTM-Attention networks for algorithmic trading 2023PreBit — A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin 2024Cryptocurrency Price Prediction Algorithms: A Survey and Future Directions

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Year2021

Typearticle

Published2021-10-07

VenueApplied Soft Computing

ISSN-L1568-4946

Languageen

Citations56

Files0 public / 0

ShelfStock Market Forecasting Methods

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doi10.1016/j.asoc.2021.107952

openalex_workW4243641017

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