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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Yu-Qing Zhou

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#machine learning Preprint Sep 2026

Giving Credit Where It's Due: Redundancy-Aware Learning for Efficient Reasoning

This work introduces RECAP (REdundancy-aware Credit Assignment via Propagation), which addresses this limitation by assigning credit where it is due based on both a step's downstream role in the reasoning structure and its contribution to solving the problem correctly.

Yu-Qing Zhou, Hong Wang, Man-Qing Mao et al. · 0 citations

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