Ross ROSS = Recommend OSS · open-source software intelligence for agents

WooooDyy/LLM-Agent-Paper-List resource

The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al. observed · 2026-08-28

github.com/WooooDyy/LLM-Agent-Paper-List · homepage observed · 2026-08-28

Health v2 · maintenance only

46/100

  • Activity 41
  • Release rhythm 35
  • Longevity 77

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: 1086
  • days_rel: n/a
  • days_push: 355
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

8182 stars · 496 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated paper list accompanying the 86-page survey 'The Rise and Potential of Large Language Model Based Agents' by Zhiheng Xi et al. It collects must-read papers on LLM-based agents and is actively maintained with updates on related projects like AgentGym.

Use cases

  • find must-read papers on LLM-based agents
  • survey the state of the art in LLM agent research
  • get a reading list for AI agent research
  • learn about LLM agents from a comprehensive survey
  • find references for writing a paper on LLM agents
  • track recent research on LLM-based agents

When to choose

  • you need a curated, survey-backed bibliography on LLM agents
  • you are a researcher or student entering the LLM agent field
  • you want a single reference list maintained by active researchers

When to avoid

  • you need runnable code or a framework rather than a paper list
  • you want a tool for building or deploying agents
  • you need licensed, citable content with a clear license

Facets

learning-resource · maturity active

documentation developer-tools artificial-intelligence large-language-models tutorials cross-platform paper-list survey llm-agents reading-list research ai-agents natural-language-processing

6 sources

Member repositories

RepositoryRoleHealth v2
WooooDyy/LLM-Agent-Paper-Listmain46

For agents

markdown · JSON · MCP: product_card(name="WooooDyy/LLM-Agent-Paper-List")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem