"tree search algorithms" Papers

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Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for LLM Problem-Solving

Yangzhen Wu, Zhiqing Sun, Shanda Li et al.

ICLR 2025
146
citations

Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

Bilgehan Sel, Ahmad Al-Tawaha, Vanshaj Khattar et al.

ICML 2024arXiv:2308.10379
99
citations

Reinforcement Learning within Tree Search for Fast Macro Placement

Zijie Geng, Jie Wang, Ziyan Liu et al.

ICML 2024

Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization

Jiahao Qiu, Hui Yuan, Jinghong Zhang et al.

AAAI 2024paperarXiv:2401.06173
3
citations