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

Title	Date	Tasks	Status	Hype	Score
FinGPT: Open-Source Financial Large Language Models	Jun 9, 2023	Algorithmic TradingLanguage Modeling	CodeCode Available	6	5
MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading	Jun 20, 2024	Algorithmic TradingDecision Making	CodeCode Available	2	5
Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies	Feb 10, 2020	Algorithmic TradingAsset Management	CodeCode Available	2	5
Multi-Graph Tensor Networks	Oct 25, 2020	Algorithmic TradingDeep Learning	CodeCode Available	1	5
Using Reinforcement Learning in the Algorithmic Trading Problem	Feb 26, 2020	Algorithmic Tradingreinforcement-learning	CodeCode Available	1	5
Reinforcement Learning Pair Trading: A Dynamic Scaling approach	Jul 23, 2024	Algorithmic TradingDecision Making	CodeCode Available	1	5
Exploration of Algorithmic Trading Strategies for the Bitcoin Market	Oct 28, 2021	Algorithmic Trading	CodeCode Available	1	5
Model-based gym environments for limit order book trading	Sep 16, 2022	Algorithmic TradingReinforcement Learning (RL)	CodeCode Available	1	5
An Application of Deep Reinforcement Learning to Algorithmic Trading	Apr 7, 2020	Algorithmic TradingDeep Reinforcement Learning	CodeCode Available	1	5
Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning Approach	Nov 14, 2021	Algorithmic TradingGeneral Reinforcement Learning	CodeCode Available	1	5
Rise of the Machines? Intraday High-Frequency Trading Patterns of Cryptocurrencies	Sep 9, 2020	Algorithmic TradingVocal Bursts Intensity Prediction	CodeCode Available	1	5
Stock Trading Volume Prediction with Dual-Process Meta-Learning	Oct 11, 2022	Algorithmic TradingMeta-Learning	CodeCode Available	1	5
Taking Over the Stock Market: Adversarial Perturbations Against Algorithmic Traders	Oct 19, 2020	Adversarial AttackAlgorithmic Trading	CodeCode Available	1	5
A Modular Framework for Reinforcement Learning Optimal Execution	Aug 11, 2022	Algorithmic Tradingreinforcement-learning	CodeCode Available	1	5
AI-Powered Energy Algorithmic Trading: Integrating Hidden Markov Models with Neural Networks	Jul 29, 2024	Algorithmic TradingPortfolio Optimization	CodeCode Available	1	5
EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading	Sep 22, 2023	Algorithmic TradingHierarchical Reinforcement Learning	CodeCode Available	1	5
ClusterLOB: Enhancing Trading Strategies by Clustering Orders in Limit Order Books	Apr 29, 2025	Algorithmic TradingClustering	CodeCode Available	1	5
Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting	Sep 12, 2022	Algorithmic TradingDeep Reinforcement Learning	CodeCode Available	1	5
LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU	Aug 26, 2024	Algorithmic TradingStock Price Prediction	CodeCode Available	1	5
FinGPT: Democratizing Internet-scale Data for Financial Large Language Models	Jul 19, 2023	Algorithmic TradingSentiment Analysis	CodeCode Available	0	5
Deep Reinforcement Learning in Quantitative Algorithmic Trading: A Review	May 31, 2021	Algorithmic TradingDeep Reinforcement Learning	CodeCode Available	0	5
A Wavelet Method for Panel Models with Jump Discontinuities in the Parameters	Sep 22, 2021	Algorithmic TradingTime Series	CodeCode Available	0	5
A Modern Paradigm for Algorithmic Trading	Jan 10, 2025	Algorithmic Trading	—Unverified	0	0
Adversarial Attacks on Machine Learning Systems for High-Frequency Trading	Feb 21, 2020	Algorithmic TradingBIG-bench Machine Learning	—Unverified	0	0
Algorithmic Trading with Fitted Q Iteration and Heston Model	May 18, 2018	Algorithmic TradingQ-Learning	—Unverified	0	0

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