Quester-one/Awesome-LLM-Planning

This repository contains a collection of the most influential papers, and benchmarks related to Large Language Models (LLMs) based Agent Planning.

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This collection helps AI researchers and practitioners understand how to build and evaluate intelligent agents that use large language models (LLMs) for complex planning tasks. It compiles influential academic papers and benchmarks, offering insights into methods for enhancing LLMs with external modules or memory to improve their ability to plan and act. Researchers, engineers, and scientists working on autonomous systems or advanced AI applications would use this.

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Use this if you are developing or researching AI agents that need to perform complex, multi-step planning and decision-making using large language models.

Not ideal if you are looking for a plug-and-play software tool or a basic introduction to large language models for general use.

AI Agent Design Autonomous Systems Robotics Planning AI Research Complex Decision Making
Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 8 / 25
Maturity 15 / 25
Community 3 / 25

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Apache-2.0

Last pushed

Jul 07, 2025

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