Self-Evolving Agents as Dynamic Graph Transformation: A Survey and New Perspective

arXiv:2608.18104v1 Announce Type: new Abstract: Large language model LLMbased agents are increasingly becoming selfevolving systems that persist across interactions, maintain memories, use tools, acquire skills, refine workflows, and coordinate with other agents.