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20212026
most citedOver-the-fiber Digital Predistortion Using Reinforcement Learning

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cs.MA2026

First Demonstration of Multi-Agent LLM System for Million-Scale Optical Link Management in Global Production AIDCs

Jingyi Su, Yihao Zhang, Dianxuan Fu +15

We present the first LLM-powered multi-agent system for autonomous fault management across millions of optical links in production AIDCs. Refined via SFT and continuous memory evol…