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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
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