Presents the first T-API-compliant ReAct loop for optical networks and shows domain-specific composite tools achieve 90% oracle-validated correctness with threefold token savings versus generic tools.
Field trial of an llm-powered AI agent for autonomous optical networks: A full-lifecycle demonstration
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
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cs.NI 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Explores mutual dependencies where LLMs drive need for specific optical enablers and LLMs support autonomous optical network management.
citing papers explorer
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A T-API-Compliant ReAct Agentic Loop for Optical Networks: Generic vs. Domain-Specific Tool Abstractions
Presents the first T-API-compliant ReAct loop for optical networks and shows domain-specific composite tools achieve 90% oracle-validated correctness with threefold token savings versus generic tools.
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LLMs and Optical Networks: A Symbiotic Relationship
Explores mutual dependencies where LLMs drive need for specific optical enablers and LLMs support autonomous optical network management.