Author

Chengcheng Han

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#machine learning Mar 2026

TopoCurate:Modeling Interaction Topology for Tool-Use Agent Training

This work proposes TopoCurate, an interaction-aware framework that projects multi-trial rollouts from the same task into a unified semantic quotient topology that explicitly captures how tool invocations and environmental responses drive the divergence between effective strategies and failure modes.

Jin-Luan Yang, Yuxin Liu, Zheng-Yu Chen et al. · arXiv.org · 3 citations · ⚡1