luo-junyu/Awesome-Agent-Papers resource
[Up-to-date] Large Language Model Agent: A Survey on Methodology, Applications and Challenges observed · 2026-08-28
Health v2 · maintenance only
43/100
- Activity 51
- Release rhythm 35
- Longevity 37
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 530
- days_rel: n/a
- days_push: 299
- n_releases_24m: 0
Adoption not part of the score
2836 stars · 116 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A curated awesome-list repository accompanying an arXiv survey on Large Language Model agents, organizing research papers across agent construction, collaboration, evolution, tools, security, benchmarks, and applications. It provides a structured taxonomy and up-to-date paper collection for researchers studying LLM-based agents.
Use cases
- find research papers on LLM agents
- learn about multi-agent collaboration mechanisms
- survey the state of the art in LLM agent security
- find benchmarks for evaluating LLM agents
- understand agent architectures and design principles
- keep up with new LLM agent research
When to choose
- you need a structured, categorized reading list on LLM agent research
- you are writing a literature review or survey on AI agents
- you want a taxonomy linking agent construction, collaboration, and evolution
Facets
learning-resource · maturity active
documentation developer-tools artificial-intelligence large-language-models tutorials awesome-lists awesome-list survey research-papers llm-agents multi-agent-systems taxonomy ai-agents web-server
6 sources
- readme: https://github.com/luo-junyu/Awesome-Agent-Papers · fetched 2026-08-28 · 9f062619911a
- homepage: https://arxiv.org/abs/2503.21460 · fetched 2026-08-29 · 622e1ec9ebc4
- site_page: https://info.arxiv.org/about/donate.html · fetched 2026-08-29 · cca9c3a11c56
- site_page: https://info.arxiv.org/about/ourmembers.html · fetched 2026-08-29 · 47cbc55ff1de
- site_page: https://info.arxiv.org/about · fetched 2026-08-29 · a1f16f915a9a
- site_page: https://info.arxiv.org/labs/index.html · fetched 2026-08-29 · b14a8d05a0ec
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| luo-junyu/Awesome-Agent-Papers | main | 43 |
For agents
markdown · JSON · MCP: product_card(name="luo-junyu/Awesome-Agent-Papers")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem