Expert Systems with Applications · 2023 · 67 citations · 45 references
BusinessFinanceFinancial EconomicsFinancial MarketsMarkov Decision ProcessesExploration-exploitation TradeoffFinancial ForecastingMulti-agent SystemsPolicy LearningReinforcement LearningTrading StrategiesLearning In Multi-agent SystemsMulti-agent LearningMulti-agent Policy LearningMulti-agent Reinforcement LearningReinforcement Learning For Trading
45
Deep Reinforcement Learning with Double Q-Learning
Hado van Hasselt, Arthur Guez, David Silver · 2016 · 6K citations · Full text
Autoformer: Decomposition Transformers with Auto-Correlation for\n Long-Term Series Forecasting
Haixu Wu, Jiehui Xu, Jianmin Wang et al. · arXiv (Cornell University) · 2021 · 1.3K citations · Full text
Learning to trade via direct reinforcement
John Moody, Matthew Saffell · IEEE Transactions on Neural Networks · 2001 · 512 citations
TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis
Haixu Wu, Tengge Hu, Yong Liu et al. · arXiv (Cornell University) · 2022 · 432 citations · Full text
A graph-based CNN-LSTM stock price prediction algorithm with leading indicators
Jimmy Ming‐Tai Wu, Zhongcui Li, Norbert Herencsár et al. · Multimedia Systems · 2021 · 312 citations · Full text