Reasoning with Language Model is Planning with World Model

Shibo Hao, Yi Gu, Haodi Ma +4

Large language models (LLMs) have shown remarkable reasoning capabilities, especially when prompted to generate intermediate reasoning steps (e.g., Chain-of-Thought, CoT). However,…