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Bitcoin transaction strategy construction based on deep reinforcement learning

11 references·3 citing·54 second hopsampled

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References

1992Simple Technical Trading Rules and the Stochastic Properties of Stock Returns2,298 cited
2017Volatility estimation for Bitcoin: A comparison of GARCH models1,095 cited
2018Predicting the Price of Bitcoin Using Machine Learning690 cited
2018What can explain the price, volatility and trading volume of Bitcoin?306 cited
2018Predicting the direction, maximum, minimum and closing prices of daily Bitcoin exchange rate using machine learning techniques253 cited
2018Predicting bitcoin returns using high-dimensional technical indicators177 cited
2015Bitcoin spread prediction using social and web search media121 cited
2020CNN-based multivariate data analysis for bitcoin trend prediction118 cited
2019Next-Day Bitcoin Price Forecast110 cited
2019Technical trading rules in the cryptocurrency market97 cited
2013Are Random Trading Strategies More Successful than Technical Ones?78 cited

Cited by

2023A novel deep reinforcement learning framework with BiLSTM-Attention networks for algorithmic trading56 cited
2023PreBit — A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin46 cited
2024Cryptocurrency Price Prediction Algorithms: A Survey and Future Directions38 cited

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