Research Paper Collection
3.0k 2026-04-07

zjunlp/LLMAgentPapers

A meticulously curated collection of must-read research papers on Large Language Model (LLM) agents, categorized for easy navigation and comprehensive understanding.

Core Features

Comprehensive list of LLM agent papers.
Categorized by agent components (e.g., Personality, Memory, Planning, Tool use).
Includes sections on Multiple Agents, Applications, and Frameworks.
Provides related resources like benchmarks and tool lists.
Regularly updated with new research.

Detailed Introduction

LLMAgentPapers is an invaluable open-source repository designed for researchers and practitioners delving into the rapidly evolving field of Large Language Model (LLM) agents. It offers a structured and up-to-date compilation of essential papers, organized into intuitive categories such as individual agent components, multi-agent systems, applications, and frameworks. This project serves as a critical resource for understanding the foundational concepts, latest advancements, and diverse applications of LLM agents, facilitating efficient literature review and knowledge acquisition in this complex domain.

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