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Algorithmic Trading

An algorithmic trading system is a software that is used for trading in the stock market.

Papers

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Showing 1–25 of 95 papers

TitleStatusHype
FinGPT: Open-Source Financial Large Language ModelsCode6
MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency TradingCode2
Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading StrategiesCode2
ClusterLOB: Enhancing Trading Strategies by Clustering Orders in Limit Order BooksCode1
LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRUCode1
AI-Powered Energy Algorithmic Trading: Integrating Hidden Markov Models with Neural NetworksCode1
Reinforcement Learning Pair Trading: A Dynamic Scaling approachCode1
EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency TradingCode1
Stock Trading Volume Prediction with Dual-Process Meta-LearningCode1
Model-based gym environments for limit order book tradingCode1
Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest OverfittingCode1
A Modular Framework for Reinforcement Learning Optimal ExecutionCode1
Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning ApproachCode1
Exploration of Algorithmic Trading Strategies for the Bitcoin MarketCode1
Multi-Graph Tensor NetworksCode1
Taking Over the Stock Market: Adversarial Perturbations Against Algorithmic TradersCode1
Rise of the Machines? Intraday High-Frequency Trading Patterns of CryptocurrenciesCode1
An Application of Deep Reinforcement Learning to Algorithmic TradingCode1
Using Reinforcement Learning in the Algorithmic Trading ProblemCode1
HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting—0
Deep Learning Models Meet Financial Data Modalities—0
An Advanced Ensemble Deep Learning Framework for Stock Price Prediction Using VAE, Transformer, and LSTM Model—0
Entropy-Assisted Quality Pattern Identification in Finance—0
Large language models in finance : what is financial sentiment?—0
Algorithmic Aspects of Strategic Trading—0
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