VoltAgent/awesome-ai-agent-papers resource

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1724 stars · 182 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of 360+ AI agent research papers published in 2026, sourced weekly from arXiv and organized into categories like multi-agent coordination, memory & RAG, evaluation & observability, agent tooling, and security. It is a reading resource, not software, aimed at engineers and researchers building LLM-based agent systems.

Use cases

• find recent research papers on ai agents
• stay up to date on llm agent research from arxiv
• read papers about multi-agent coordination
• learn about agent memory and rag techniques
• research agent evaluation and observability methods
• find papers on ai agent security
• discover agent tooling research for building llm agents

When to choose

• you want a hand-filtered, categorized reading list of 2026 agent papers instead of raw arXiv search
• you are an AI engineer or researcher tracking the agent ecosystem
• you need curated references on memory, RAG, evaluation, or agent security

When to avoid

• you need runnable code or a library rather than paper references
• you need papers from before 2026
• you want exhaustive coverage rather than a curated selection

Facets

learning-resource · maturity active

documentation developer-tools artificial-intelligence large-language-models awesome-lists awesome-list research-papers arxiv multi-agent agent-memory agent-evaluation agent-security curated-list ai-agents retrieval-augmented-generation web-server

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