llm-agent-paper-list
A survey and paper list for studying large language model based agents, organizing research on agent frameworks, applications, agent societies, and open problems.
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Overview
This repository accompanies a survey of large language model based agents and maintains a list of recommended papers. It helps readers navigate a broad research area by outlining a general agent framework with brain, perception, and action components, then organizing work across single-agent, multi-agent, and human-agent cooperation settings. It also covers agent societies and open problems. Readers can use the survey and paper list as an entry point for studying the field.
Key features
- Presents an agent framework with brain, perception, and action components.
- Organizes research on single-agent, multi-agent, and human-agent cooperation settings.
- Discusses agent societies, behavior, and social phenomena.
- Lists papers related to LLM-based agents and identifies open problems.
Best for
Researchers and readers looking for an organized introduction to LLM-based agent research. Use it to find relevant papers and explore the survey's main research areas.
- Upstream
- WooooDyy/LLM-Agent-Paper-List
- Fork on GitHub
- Guo-astro/llm-agent-paper-list
- Upstream stars
- 8.3k
- Category
- AI agents and LLM tools
- License
- No license declaredWithout a license, the author keeps all rights. Ask the upstream owner before reusing the code.
- Forked
- 2026-10-12
- Sync status
- In syncLast synced 2026-11-08
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