A GitHub repository listing papers on LLM-based agents, with ongoing news updates and a structured survey. It hosts a large collection (8168 stars) focused on agent research and related topics.
Collecting history — the radar snapshots this repo daily. The trend line appears after 3 days of data (1 so far).
What it is
The repository is a paper list documenting large language model (LLM) based agents, accompanying a survey titled "The Rise and Potential of Large Language Model Based Agents: A Survey". It collects must-read papers and news items related to LLM-based agents, agent environments, and RL frameworks.
How it works
The README shows a structured ToC and news updates. It references the project’s goal to maintain a list of papers on LLM-based agents and provides links to related works and tutorials. It includes a series of news items announcing new papers, RL frameworks, and an interactive frontend for visualization related to AgentGym and AgentGym-RL.
Getting started
The README includes guidance elements such as a project introduction and sections to contribute via PRs or issues, but there is no explicit installation or usage command in the truncated content. The following is not a direct instruction but is observed in the README: "We greatly appreciate any contributions via PRs, issues, emails, or other methods." There are no explicit install commands shown in the provided excerpt.
Recent releases
RELEASES (latest 0):
- none
Traction
Stars: 8168 Forks: 494 Open issues: 31
Behind the repo
Not provided in the excerpt.
Caveats
License: none listed Created: 2023-09-12 Last push: 2025-09-12 Language: - Topics: agent, large-language-models, llm, nlp, survey