QuantAgent: Price-Driven Multi-Agent LLMs for High-Frequency Trading
Fuente:
arXiv
Saved in:
| Main Authors: | Xiong, Fei, Zhang, Xiang, Feng, Aosong, Sun, Siqi, You, Chenyu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language Model
by: Wang, Saizhuo, et al.
Published: (2024)
by: Wang, Saizhuo, et al.
Published: (2024)
R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization
by: Li, Yuante, et al.
Published: (2025)
by: Li, Yuante, et al.
Published: (2025)
TradingAgents: Multi-Agents LLM Financial Trading Framework
by: Xiao, Yijia, et al.
Published: (2024)
by: Xiao, Yijia, et al.
Published: (2024)
Improving Deep Reinforcement Learning Agent Trading Performance in Forex using Auxiliary Task
by: Arabha, Sahar, et al.
Published: (2024)
by: Arabha, Sahar, et al.
Published: (2024)
QuantBench: Benchmarking AI Methods for Quantitative Investment
by: Wang, Saizhuo, et al.
Published: (2025)
by: Wang, Saizhuo, et al.
Published: (2025)
Adaptive Alpha Weighting with PPO: Enhancing Prompt-Based LLM-Generated Alphas in Quant Trading
by: Chen, Qizhao, et al.
Published: (2025)
by: Chen, Qizhao, et al.
Published: (2025)
Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction
by: Zhu, Zhuohang, et al.
Published: (2025)
by: Zhu, Zhuohang, et al.
Published: (2025)
AutoRedTrader: Autonomous Red Teaming of Trading Agents through Synthetic Misinformation Injection
by: Liu, Zhiwei, et al.
Published: (2026)
by: Liu, Zhiwei, et al.
Published: (2026)
QuantWeather: Quantile-Aware Probabilistic Forecasting for Subseasonal Precipitation
by: Chen, Lei, et al.
Published: (2026)
by: Chen, Lei, et al.
Published: (2026)
Empirical Asset Pricing with Large Language Model Agents
by: Cheng, Junyan, et al.
Published: (2024)
by: Cheng, Junyan, et al.
Published: (2024)
A Role-Aware Multi-Agent Framework for Financial Education Question Answering with LLMs
by: Zhu, Andy, et al.
Published: (2025)
by: Zhu, Andy, et al.
Published: (2025)
Finance Agent Benchmark: Benchmarking LLMs on Real-world Financial Research Tasks
by: Bigeard, Antoine, et al.
Published: (2025)
by: Bigeard, Antoine, et al.
Published: (2025)
QuantMind: A Context-Engineering Based Knowledge Framework for Quantitative Finance
by: Wang, Haoxue, et al.
Published: (2025)
by: Wang, Haoxue, et al.
Published: (2025)
AI-Trader: Benchmarking Autonomous Agents in Real-Time Financial Markets
by: Fan, Tianyu, et al.
Published: (2025)
by: Fan, Tianyu, et al.
Published: (2025)
BioXArena: Benchmarking LLM Agents on Multi-Modal Biomedical Machine Learning Tasks
by: Li, Loka, et al.
Published: (2026)
by: Li, Loka, et al.
Published: (2026)
TrustTrade: Human-Inspired Selective Consensus Reduces Decision Uncertainty in LLM Trading Agents
by: Li, Minghan, et al.
Published: (2026)
by: Li, Minghan, et al.
Published: (2026)
TaxAI: A Dynamic Economic Simulator and Benchmark for Multi-Agent Reinforcement Learning
by: Mi, Qirui, et al.
Published: (2023)
by: Mi, Qirui, et al.
Published: (2023)
Conversations Risk Detection LLMs in Financial Agents via Multi-Stage Generative Rollout
by: Jiang, Xiaotong, et al.
Published: (2026)
by: Jiang, Xiaotong, et al.
Published: (2026)
LLM-Enhanced Feature Engineering for Multi-Factor Electricity Price Predictions
by: Xue, Haochen, et al.
Published: (2025)
by: Xue, Haochen, et al.
Published: (2025)
FinVerse: An Autonomous Agent System for Versatile Financial Analysis
by: An, Siyu, et al.
Published: (2024)
by: An, Siyu, et al.
Published: (2024)
Multi-Agent Digital Twins for Strategic Decision-Making using Active Inference
by: Mancinelli, Francesco Maria, et al.
Published: (2026)
by: Mancinelli, Francesco Maria, et al.
Published: (2026)
Aethorix v1.0: An Integrated Scientific AI Agent for Scalable Inorganic Materials Innovation and Industrial Implementation
by: Shi, Yingjie, et al.
Published: (2025)
by: Shi, Yingjie, et al.
Published: (2025)
Impact of LLMs news Sentiment Analysis on Stock Price Movement Prediction
by: Siala, Walid, et al.
Published: (2026)
by: Siala, Walid, et al.
Published: (2026)
When Agent Markets Arrive
by: Liu, Xuan, et al.
Published: (2026)
by: Liu, Xuan, et al.
Published: (2026)
A Deep Reinforcement Learning Approach for Trading Optimization in the Forex Market with Multi-Agent Asynchronous Distribution
by: Sarani, Davoud, et al.
Published: (2024)
by: Sarani, Davoud, et al.
Published: (2024)
PINNsAgent: Automated PDE Surrogation with Large Language Models
by: Wuwu, Qingpo, et al.
Published: (2025)
by: Wuwu, Qingpo, et al.
Published: (2025)
StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets
by: Papadakis, Charidimos, et al.
Published: (2025)
by: Papadakis, Charidimos, et al.
Published: (2025)
PriceFM: Foundation Model for Probabilistic Electricity Price Forecasting
by: Yu, Runyao, et al.
Published: (2025)
by: Yu, Runyao, et al.
Published: (2025)
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
by: Li, Haohang, et al.
Published: (2024)
by: Li, Haohang, et al.
Published: (2024)
ChemHTS: Hierarchical Tool Stacking for Enhancing Chemical Agents
by: Li, Zhucong, et al.
Published: (2025)
by: Li, Zhucong, et al.
Published: (2025)
BVH-Accelerated Ray Tracing for High-Frequency Electromagnetic Backscattering
by: Pasquale, Marco, et al.
Published: (2026)
by: Pasquale, Marco, et al.
Published: (2026)
The Alpha Illusion: Reported Alpha from LLM Trading Agents Should Not Be Treated as Deployment Evidence
by: Ye, Yuxuan, et al.
Published: (2026)
by: Ye, Yuxuan, et al.
Published: (2026)
HypeR Adaptivity: Joint $hr$-Adaptive Meshing via Hypergraph Multi-Agent Deep Reinforcement Learning
by: Grillo, Niccolò, et al.
Published: (2025)
by: Grillo, Niccolò, et al.
Published: (2025)
Ultra-broadband acoustic absorber based on periodic acoustic rigid-metaporous composite array
by: Zhang, Dongguo, et al.
Published: (2024)
by: Zhang, Dongguo, et al.
Published: (2024)
Evaluation and Benchmarking Suite for Financial Large Language Models and Agents
by: Lin, Shengyuan, et al.
Published: (2026)
by: Lin, Shengyuan, et al.
Published: (2026)
On a High-Frequency Analysis of Some Relevant Integral Equations in Electromagnetics
by: Giunzioni, V., et al.
Published: (2024)
by: Giunzioni, V., et al.
Published: (2024)
Solving High Frequency and Multi-Scale PDEs with Gaussian Processes
by: Fang, Shikai, et al.
Published: (2023)
by: Fang, Shikai, et al.
Published: (2023)
QuantMCP: Grounding Large Language Models in Verifiable Financial Reality
by: Zeng, Yifan
Published: (2025)
by: Zeng, Yifan
Published: (2025)
Quantum Computing for Multi Period Asset Allocation
by: Sun, Queenie, et al.
Published: (2024)
by: Sun, Queenie, et al.
Published: (2024)
To Wait or To Probe: Arbitrage Competition on High-Throughput Blockchains
by: Wu, Fei, et al.
Published: (2026)
by: Wu, Fei, et al.
Published: (2026)
Similar Items
-
QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language Model
by: Wang, Saizhuo, et al.
Published: (2024) -
R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization
by: Li, Yuante, et al.
Published: (2025) -
TradingAgents: Multi-Agents LLM Financial Trading Framework
by: Xiao, Yijia, et al.
Published: (2024) -
Improving Deep Reinforcement Learning Agent Trading Performance in Forex using Auxiliary Task
by: Arabha, Sahar, et al.
Published: (2024) -
QuantBench: Benchmarking AI Methods for Quantitative Investment
by: Wang, Saizhuo, et al.
Published: (2025)