Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution
arXiv:2512.10696v2 Announce Type: replace
Abstract: Procedural memory enables large language model (LLM) agents to internalize “how-to” knowledge, theoretically reducing redundant trial-and-error. However, existing frameworks predominantly suffer from…