Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States

7 references·16 citing·46 second hop

FromToDepth

this work references cited by second hop

References

2002Analysis of Financial Time Series902 cited
2016Deep Learning for Finance: Deep Portfolios765 cited
2015Sentiment analysis on social media for stock movement prediction626 cited
2012Evaluating sentiment in financial news articles322 cited
2017A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem310 cited
2014Using Structured Events to Predict Stock Price Movement: An Empirical Investigation283 cited
2017An adaptive portfolio trading system: A risk-return portfolio optimization using recurrent reinforcement learning with expected maximum drawdown240 cited

Cited by

2021DeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding141 cited
2023Deep reinforcement learning for stock portfolio optimization by connecting with modern portfolio theory131 cited
2021Stock movement prediction via gated recurrent unit network based on reinforcement learning with incorporated attention mechanisms85 cited
2023Multi-period portfolio optimization using a deep reinforcement learning hyper-heuristic approach77 cited
2024A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist74 cited
2022Multi-scale local cues and hierarchical attention-based LSTM for stock price trend prediction73 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

2024Deep Learning in Finance: A Survey of Applications and Techniques66 cited

2023Online portfolio management via deep reinforcement learning with high-frequency data53 cited

2022MetaTrader46 cited

2023Deep reinforcement learning for portfolio management45 cited

2021Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management43 cited

2022Applying Artificial Intelligence in Cryptocurrency Markets: A Survey42 cited

2021Improving Generalization in Reinforcement Learning–Based Trading by Using a Generative Adversarial Market Model42 cited

2022GPM: A graph convolutional network based reinforcement learning framework for portfolio management39 cited

2023StockFormer: Learning Hybrid Trading Machines with Predictive Coding39 cited

2022Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market35 cited