zjunlp/LLMAgentPapers
A curated collection of must-read papers on LLM-based agents, organized by topic including planning, tool use, memory, and multi-agent systems.

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This repository maintains a structured paper list covering research on LLM agents. It organizes papers by key agent capabilities such as planning, memory, tool use, and reinforcement learning training, as well as multi-agent collaboration patterns including task-oriented communication and open conversations. The collection also includes application domains and framework papers for LLM agent development.
Frequently asked
- What is zjunlp/LLMAgentPapers?
- A curated collection of must-read papers on LLM-based agents, organized by topic including planning, tool use, memory, and multi-agent systems.
- Is LLMAgentPapers open source?
- Yes — zjunlp/LLMAgentPapers is an open-source project tracked on heatdrop.
- How popular is LLMAgentPapers?
- zjunlp/LLMAgentPapers has 3.1k stars on GitHub.
- Where can I find LLMAgentPapers?
- zjunlp/LLMAgentPapers is on GitHub at https://github.com/zjunlp/LLMAgentPapers.