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LLM Agent Paper List

LLM Agent Paper List is a curated bibliography of research papers about large language model-based agents, presented alongside the survey “The Rise and Potential of Large Language Model Based Agents: A Survey.” Its topic structure covers agent design, applications, agent societies and open problems.

Explore the practical guide ↓

Independent OpenViST project profile, based on linked sources.

LLM Agent Paper List — OpenViST project profile in Research Agents.
OpenViST project illustration. See the linked sources for product details.
Understand the project

Practical overview

When it fits

Use it when beginning a literature review or looking for papers within a particular area of LLM-agent research; consult the associated survey for the broader conceptual framework.

Who it is for

  • Researchers surveying work on LLM-based agents.
  • Students and readers seeking a topic-organized route into agent research.

Documented uses

  • Discover papers related to LLM-based agents.
  • Use the survey’s subject structure to choose a research area for further reading.
  • Follow linked research and project updates mentioned by the repository.
Before you choose

Requirements & limits

  • The repository is a bibliography and survey-linked reading resource, not an executable agent framework.
  • Its headings span agent components such as memory, reasoning, perception and action, as well as application settings and research questions.
  • The README says one-sentence introductions to papers were planned, so the linked papers and survey provide the context for evaluating individual works.

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

Source-based practical guide

Use the LLM-agent paper list as a topic-based reading guide

Explore the listed research through the survey’s agent-construction and application topics.

Before you start

  • Access to the repository README.

Steps

  1. Open the repository README.

  2. Use its table of contents to select an area, such as agent construction, applications, or agent societies.

  3. Follow the corresponding sections to browse the paper list and related survey material.

Expected outcome

A topic-oriented route through papers about LLM-based agents and the survey framework that organizes them.

Guide limitations

  • The README describes the resource as a paper list and survey, not an executable agent-building framework.
  • One-sentence introductions for each paper are marked as coming soon.
Documentation 1 ↗
Evidence and transparency

Sources & review

Official repository ↗
Source record details
Source availability
Active
Sources checked
15 October 2026
Original website title
WooooDyy/LLM-Agent-Paper-List · Official homepage title · retained in its source language
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