Spotlight "monte carlo tree search" Papers

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RF-Agent: Automated Reward Function Design via Language Agent Tree Search

Ning Gao, Xiuhui Zhang, Xingyu Jiang et al.

NEURIPS 2025spotlight

SIGMA: Refining Large Language Model Reasoning via Sibling-Guided Monte Carlo Augmentation

Yanwei Ren, Haotian Zhang, Fuxiang Wu et al.

NEURIPS 2025spotlightarXiv:2506.06470

Wider or Deeper? Scaling LLM Inference-Time Compute with Adaptive Branching Tree Search

Yuichi Inoue, Kou Misaki, Yuki Imajuku et al.

NEURIPS 2025spotlightarXiv:2503.04412