A T-API-Compliant ReAct Agentic Loop for Optical Networks: Generic vs. Domain-Specific Tool Abstractions
arXiv:2606.180005.5
Predicted impact top 64% in NI · last 90 daysOriginality Synthesis-oriented
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It addresses the need for autonomous optical network management by providing an agentic loop that improves efficiency and correctness.
The paper presents the first T-API-compliant ReAct loop for optical network management, showing that domain-specific composite tools achieve 90% oracle-validated correctness with threefold token savings compared to generic tools.
Optical networks need intent-driven, closed-loop agentic management, a key enabler for higher autonomy levels. We present the first T-API-compliant reasoning and act (ReAct) loop. We show that domain-specific composite tools achieve 90% oracle-validated correctness with threefold token savings compared to generic tools.