zjunlp/LLMAgentPapers
Must-read Papers on LLM Agents.
This resource provides a curated collection of must-read academic papers focused on Large Language Model (LLM) agents, covering various aspects like agent personality, memory, planning, tool use, and multi-agent systems. It helps AI researchers and practitioners stay updated with the latest advancements in designing and implementing intelligent agents powered by LLMs. The input is a topic within LLM agents, and the output is a list of relevant research papers.
2,911 stars. Actively maintained with 2 commits in the last 30 days.
Use this if you are an AI researcher, developer, or enthusiast keen on exploring the foundational and cutting-edge research specifically about LLM agents.
Not ideal if you are looking for introductory guides, tutorials, or practical code implementations for building LLM applications, as this is a list of academic papers.
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Mar 12, 2026
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