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Decoding ML Decision: An Agentic Reasoning Framework for Large-Scale Ranking System

Intermediate

Longfei Yun, Yihan Wu et al.Feb 20arXiv

GEARS is a new way to improve big ranking systems (like what shows up first in your feed) by letting an AI agent explore options safely, instead of humans tweaking knobs by hand.

#GEARS#agentic ranking#Specialized Agent Skills

Papers1

Decoding ML Decision: An Agentic Reasoning Framework for Large-Scale Ranking System