This repository aggregates research papers investigating the planning abilities of LLMs, covering topics like zero-shot planning, chain-of-thought reasoning, embodied task planning, and benchmark evaluations of LLM planning. It serves as a reference collection for researchers and practitioners studying how LLMs can decompose and execute complex tasks.