Preprint
Jul 2026
Experience Memory Graph: One-Shot Error Correction for Agents
Experience Memory Graph is proposed, a framework that reformulates agent failure recovery as a graph matching problem and consistently outperforms state-of-the-art reflection baselines in success rate and average reward, while requiring no test-time trial-and-error.
Wenjun Wang, Yuchen Fang, Fengrui Liu et al.
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