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Awesome-Self-Evolving-Agents

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[Survey] A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

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Awesome-Self-Evolving-Agents 🤖 We're still cooking — Stay tuned! 🤖 ⭐ Give us a star if you like it! ⭐ Figure: A visual taxonomy of AI agent evolution and optimisation techniques, categorised into three major directions: single-agent optimisation, multi-agent optimisation, and domain-specific optimisation. The tree structure illustrates the development of these approaches from 2023 to 2025, including representative methods within each branch. AI Agents Development Path Conceptual Framework of the Self-Evolving AI Agents Open-Source Framework (EMNLP'25 Demo) EvoAgentX: An Automated Framework…

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