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Risk Management
HedgeAgents: A Balanced-aware Multi-agent Financial Trading System
Xiangyu Li, Yawen Zeng, Xiaofen Xing, Jin Xu, Xiangmin Xu · 2025
What this means for traders
A fund-manager agent coordinating specialist hedging agents achieved 70% annualized return over three years.
Abstract
Introduces HedgeAgents, an innovative multi-agent system aimed at bolstering system robustness via hedging strategies. The framework features a central fund manager and multiple hedging experts, achieving 70% annualized return and 400% total return over 3 years.
Hedging StrategiesRisk ManagementPortfolio DiversificationMulti-Agent
Read the full paperResearch papers are presented for informational purposes only. Past performance reported in academic studies does not guarantee future results. These papers are not personalised investment advice.