AML
by Chengqi Zheng, Jianda Chen, Yueming Lyu, Wen Zheng Terence Ng, Haopeng Zhang, Yew-Soon Ong, Ivor Tsang, Haiyan Yin • Published May 31, 2025 at 04:00 AM
Research

MermaidFlow: Redefining Agentic Workflow Generation via Safety-Constrained Evolutionary Programming

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MermaidFlow is a framework that enhances autonomous agent reasoning by representing workflows as verifiable, human-interpretable graphs and applying safety-constrained evolutionary operators to generate robust, executable plans. This approach improves success rates and convergence speed in workflow generation, offering a scalable and interpretable foundation for reliable agent systems.

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