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News/Experience Memory Graph: One-Shot Error Correction for Agents
arxiv
PublishedJuly 16, 2026 at 4:00 AM
—neutral

Experience Memory Graph: One-Shot Error Correction for Agents

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arXiv:2607.13884v1 Announce Type: new 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 tasks, these agents frequently suffer from

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