Author

Zi-Hao Wang

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Preprint Aug 2026

Shared Prefixes, Better Credit: Adaptive Routing for Multi-Agent Reasoning

TreeCredit is proposed, a shared-prefix credit assignment framework for efficient adaptive MAR that modestly improves accuracy while substantially reducing inference cost, achieving a better accuracy--cost trade-off than representative MAR methods.

Yi-Qing Liu, Zi-Hao Wang, Han-Tao Yao et al. · 2 citations