luo-junyu/Awesome-Agent-Papers
[Up-to-date] Large Language Model Agent: A Survey on Methodology, Applications and Challenges
This collection helps AI researchers and practitioners stay current with the rapidly evolving field of Large Language Model (LLM) agents. It provides a structured list of research papers, categorized by aspects like agent construction, collaboration, tools, and applications. If you're building or studying LLM agents, this resource offers a comprehensive overview of the latest methodologies and implementations.
2,530 stars.
Use this if you need to quickly find and understand cutting-edge research on LLM agents, their design principles, and their real-world uses.
Not ideal if you are looking for ready-to-use code, tutorials, or a non-technical introduction to LLM agents.
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Nov 07, 2025
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