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  2. arxiv.org arxiv.org
    https://arxiv.org/abs/2604.20714
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    1. fxp007 01 May 2026
      To address these gaps, we introduce Textual Parameter Graph Optimization (TPGO), a framework that enables a multi-agent system to learn to evolve.

      为了解决这些差距，作者引入了文本参数图优化（TPGO）框架，这是一个使多智能体系统能够学习的框架，显示了该框架的创新性和对MAS进化的支持。

      innovation TPGO-framework
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    arxiv.org/abs/2604.20714