LLM-Agents-Papers
★ 2.4k·Updated 2025-07-12
This repository provides a comprehensive list of papers focused on Large Language Model (LLM) based agents. It covers various aspects, including enhancement techniques, interaction methods, diverse applications, and underlying infrastructure for LLM agents.
#LLM Agents#Paper List#AI Research#Natural Language Processing#Multi-Agent Systems#Web Browsing#Coding
01
Features
01Comprehensive survey of LLM agent papers
02Techniques for enhancing LLM agent capabilities
03Methods for agent interaction and collaboration
04Diverse applications of LLM agents in various fields
05Infrastructure and evaluation benchmarks for LLM agents
02
Compatibility
Large Language Models (LLM)
Core Focus
Verified via docs
LLM-based Agents
Primary Subject
Verified via docs
Multi-Agent Systems
Key Aspect
Verified via docs
03
Quick start
1
$ git clone https://github.com/AGI-Edgerunners/LLM-Agents-Papers.git
04
Use cases
↳For academic researchers seeking comprehensive paper collections on LLM agents.
↳As a learning resource for students and newcomers to the field of AI agents.
↳To guide practitioners in understanding and implementing advanced LLM agent techniques.
05
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