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.
· Annual Meeting of the Associ... · 0 citations