AGI-Edgerunners/LLM-Planning-Papers
A curated list of must-read academic papers on Large Language Model planning and reasoning capabilities.

Not currently ranked — collecting fresh signals.
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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.
Frequently asked
- What is AGI-Edgerunners/LLM-Planning-Papers?
- A curated list of must-read academic papers on Large Language Model planning and reasoning capabilities.
- Is LLM-Planning-Papers open source?
- Yes — AGI-Edgerunners/LLM-Planning-Papers is an open-source project tracked on heatdrop.
- How popular is LLM-Planning-Papers?
- AGI-Edgerunners/LLM-Planning-Papers has 439 stars on GitHub.
- Where can I find LLM-Planning-Papers?
- AGI-Edgerunners/LLM-Planning-Papers is on GitHub at https://github.com/AGI-Edgerunners/LLM-Planning-Papers.