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

Author

Hiroaki Matsubayashi

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Conference Jul 2026

An LLM-Based Autonomous Agent for Network Diagnosis and Recovery on a Digital Twin

Operating complex communication networks (NWs) requires rapid, reliable failure recovery, yet fully autonomous recovery in realistic settings remains elusive. We present a failure-recovery-specialized LLM agent that encodes the operator’s workflow into a structured reasoning-and-acting process. A core design is stage-c...

Hiroki Ikeuchi, Yousuke Takahashi, Hitoshi Shimizu et al. · 0 citations

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