#198 · Primary category: AI Tool Directories & Curated Lists
Awesome-Agent-Papers
[Up-to-date] Large Language Model Agent: A Survey on Methodology, Applications and Challenges
Project last updated:11/07/25
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Why we included this project
The LLM agent field moves fast enough that a good map is worth having, and this collection is that map. It groups papers by topic, from construction and collaboration to security and benchmarks, and the linked arXiv survey explains how those pieces fit together, which is a real help for newcomers. The list is actively maintained and open to pull requests, so it tracks recent work better than most static reading lists. Anyone scoping out agent research for a project can jump straight to the sub-topic they care about instead of digging through generic search results.
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