Memp: Exploring Agent Procedural Memory

arXiv:2508.06433v4 Announce Type: replace-cross Abstract: Large Language Models (LLMs) based agents excel at diverse tasks, yet they suffer from brittle procedural memory that is manually engineered or entangled in static parameters. In this work, we investigate strategies to endow agents with a...