arXiv cs.LG
· Papers
Tree of Thoughts as a Classical Heuristic Search Problem: Formal Foundations and Design Patterns
arXiv:2605.28566v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have demonstrated remarkable reasoning capabilities, yet their standard generation process -- auto-regressive token prediction -- is inherently myopic and prone to cascading errors. To address this, the Tree-of-Thoughts (ToT) framewo