Experience Memory Graph: Extracting Reusable Correction Knowledge from Agent Trajectories.

arXiv:2607.13884v3 Announce Type: replace Abstract: Large Language Model (LLM) agents have shown remarkable capabilities in autonomous decision-making by generating sequential trajectories of states, actions, and observations. However, in complex, long-horizon