STRATA: Self-Maintaining Structured Experience Graphs for Self-Evolving Language Agents

Guanhua Zhu, Hanwen Li, Zhi Wei +2

Large language model (LLM) agents can self-evolve at test time by accumulating experience: retrieving relevant memories before acting and writing new lessons back afterwards. Yet m…