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Young-Hyo Shin

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May 2026

A Self-Healing Framework for Reliable LLM-Based Autonomous Agents

Although large language model (LLM)-based autonomous agents are increasingly being utilized in complex software systems, ensuring their reliability remains a critical challenge due to unpredictable defects such as hallucinations, execution errors, and inconsistent reasoning. This study proposes a reliability-aware self...

Cheonsu Jeong, Young-Hyo Shin · 2 citations

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