LLM-First Search: Self-Guided Exploration of the Solution Space

Nathan Herr, Tim Rocktäschel, Roberta Raileanu

Large Language Models (LLMs) have demonstrated remarkable improvements in reasoning and planning through increased test-time compute, often by framing problem-solving as a search p…