Awesome AI Agent Papers

A curated collection of AI agent research papers released in 2026, covering agent engineering, memory, evaluation, workflows, and autonomous systems.

What you get

Awesome AI Agent Papers is a free, open-source learning resource published on GitHub by VoltAgent. A curated collection of AI agent research papers released in 2026, covering agent engineering, memory, evaluation, workflows, and autonomous systems. GitHub stars: 1,863 License: MIT (free to use) Topics: ai-agents, awesome, awesome-list, llm, llm-agents, memory, rag, research-paper Last updated: 2026-10-02 How to get it: open the repository on GitHub, read the README and follow the setup steps. HEEEXY lists it in the Lab because it is popular, actively maintained and openly licensed.

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