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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Chen Zhao

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Book Open access Aug 2026

The 5th Workshop on Uncertainty Reasoning and Quantification in Decision Making (UDM)

Uncertainty reasoning and quantification play a critical role in decision-making across various domains, prompting increased attention from both academia and industry. As real-world applications become more complex and data-driven, effectively handling uncertainty becomes paramount for accurate and reliable decision-ma...

Xujiang Zhao, Chen Zhao, Feng Chen et al. · 0 citations
Conference Open access 2026

Uncertainty-Aware Test-Time Search for Optimization Problem Solving

UMCTS is an Uncertainty-aware Monte Carlo Tree Search framework that combines the language understanding capability of large language models with the reliability of well-established solvers and achieves state-of-the-art solution accuracy and improves efficiency by reducing token usage.

Linlin Yu, Xujiang Zhao, Dong Li et al. · 0 citations

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