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Diversity-driven knowledge distillation for financial trading using Deep Reinforcement Learning

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References

2016Deep Direct Reinforcement Learning for Financial Signal Representation and Trading821 cited
2015Sentiment analysis on social media for stock movement prediction626 cited
2001Learning to trade via direct reinforcement548 cited
2016The impact of microblogging data for stock market prediction: Using Twitter to predict returns, volatility, trading volume and survey sentiment indices399 cited
2017Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks394 cited
1998Performance functions and reinforcement learning for trading systems and portfolios292 cited
2019DeepLOB: Deep Convolutional Neural Networks for Limit Order Books288 cited
2017Forecasting stochastic neural network based on financial empirical mode decomposition110 cited
2020Price Trailing for Financial Trading Using Deep Reinforcement Learning73 cited
2019Deep Reinforcement Learning for Financial Trading Using Price Trailing48 cited

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2023Deep reinforcement learning for portfolio management45 cited

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