LLM-Agents-Papers
by Community
A repo lists papers related to LLM based agent
Agents
LLM-Agents-Papers
Added 1 June 2026
Overview
A community-maintained GitHub repository that curates research papers on LLM-based agents. It organizes papers by topic such as planning, memory, and tool use, providing a structured reference for developers and researchers.
Best for
Best for
Researchers and developers exploring the academic landscape of LLM-based agents
Use cases
- Surveying recent research on LLM agent architectures
- Finding papers on agent memory and planning mechanisms
- Tracking academic progress in autonomous agent design
Notes
A community-maintained GitHub repository that curates research papers on LLM-based agents. It organizes papers by topic such as planning, memory, and tool use, providing a structured reference for developers and researchers.
2,303 stars on GitHub. Last updated 2025-07-12.
Use cases
- Surveying recent research on LLM agent architectures
- Finding papers on agent memory and planning mechanisms
- Tracking academic progress in autonomous agent design
Pros
- Curated collection saves time searching for relevant papers
- Categorized by agent subfields for quick navigation
- Active community with regular updates
Cons
- No code implementations or practical examples included
- Limited to paper abstracts and links, not full text
- May not cover the most cutting-edge preprints
Indexed from awesome-llm-powered-agent and enriched against its public facts.
Pros
- Curated collection saves time searching for relevant papers
- Categorized by agent subfields for quick navigation
- Active community with regular updates
Cons
- No code implementations or practical examples included
- Limited to paper abstracts and links, not full text
- May not cover the most cutting-edge preprints
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
Paper
Community
Recommender systems are the cornerstone of today's information dissemination, yet a disconnect between offline metrics and online performance greatly hinders their development. A
Underlying paper - Generative Agents
Community
Believable proxies of human behavior can empower interactive applications ranging from immersive environments to rehearsal spaces for interpersonal communication to prototyping t