ERSkill: Evolving for Skill-Guided Adaptive Memory Retrieval.

arXiv:2608.12720v2 Announce Type: replace-cross Abstract: While Large Language Model (LLM) agents increasingly rely on long-term memory for persistent interactions, the retrieval mechanisms governing this memory are rarely treated as evolvable components. This