Autonomous Agents

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Basic Information

This repository is a public, regularly updated collection of research papers and references on autonomous agents, with an emphasis on agents built using large language models (LLMs). It serves as a central bibliography and tracker for developments in the autonomous agents research area. The README is large and frequently updated, indicating an extensive curated list of papers and resources. The repo is intended for researchers, practitioners, and learners who want a consolidated place to discover recent work, follow trends, and locate original papers and citations related to autonomous agents.

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Features
A continuously maintained bibliography of autonomous-agent research with daily updates. A large, central README that aggregates many entries and pointers to original papers and resources. Public Git history and commits that reflect ongoing curation. Simple, repository-based organization suitable for browsing and cloning. Focus on LLM-driven autonomous agents and related literature. Community-accessible format that allows users to follow changes and contributions through the repository commit history.
Use Cases
Provides a time-saving, centralized starting point for literature reviews and exploration of autonomous agents research. Helps researchers and developers discover relevant papers and track recent advances without searching many separate venues. Useful for instructors compiling course reading lists and for practitioners surveying state-of-the-art approaches in LLM agents. The daily updates and public commit history let users see newly added works and maintain awareness of evolving topics in the field.

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