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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Rong Hu

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Conference Open access Jun 2026

Experience Retrieval Compression for Continual Adaptation of LLM Agents

Structured Experience Compression (SEC), a lightweight method that distills each trajectory into a four-field unit encoding the task type, key decisions, failure reason, and repair action, is proposed, suggesting potential suitability for long-lived deployment settings.

Zhizhen Zhu, Ruochen Fang, Rong Hu · 2 citations

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