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

taichengguo/LLM_MultiAgents_Survey_Papers resource

Large Language Model based Multi-Agents: A Survey of Progress and Challenges (In IJCAI 2024) observed · 2026-08-28

github.com/taichengguo/LLM_MultiAgents_Survey_Papers · homepage observed · 2026-08-28

Health v2 · maintenance only

70/100

  • Activity 98
  • Release rhythm 35
  • Longevity 69

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 971
  • days_rel: n/a
  • days_push: 12
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1307 stars · 67 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated, regularly updated paper list accompanying the IJCAI 2024 survey 'Large Language Model based Multi-Agents: A Survey of Progress and Challenges'. It organizes LLM-based multi-agent research into frameworks, orchestration, problem solving, world simulation, and datasets/benchmarks.

Use cases

  • find papers on LLM multi-agent systems
  • survey of multi-agent frameworks for LLMs
  • research reading list for AI agents
  • benchmarks for multi-agent LLM systems
  • learn how LLM agents communicate and cooperate
  • world simulation with LLM agents papers

When to choose

  • you need an academic overview of LLM-based multi-agent research
  • you want a categorized, periodically updated reading list
  • you are starting research on multi-agent LLM systems

When to avoid

  • you need production-ready agent software rather than papers
  • you want a maintained framework or library instead of a paper index

Facets

learning-resource · maturity active

agent-framework documentation artificial-intelligence large-language-models tutorials awesome-lists awesome-list survey-paper multi-agent-systems research-papers ijcai-2024 llm-agents ai-agents web-server

6 sources

Member repositories

RepositoryRoleHealth v2
taichengguo/LLM_MultiAgents_Survey_Papersmain70

For agents

markdown · JSON · MCP: product_card(name="taichengguo/LLM_MultiAgents_Survey_Papers")

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