ai-agent-papers  by masamasa59

Curated AI agent research papers

created 9 months ago
441 stars

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Project Summary

This repository serves as a curated, bi-weekly updated collection of research papers focused on AI Agents. It targets researchers, engineers, and practitioners in the AI field, providing a comprehensive overview of advancements in agent architectures, capabilities, and real-world applications.

How It Works

The project functions as a living bibliography, categorizing and linking to recent academic publications on AI agents. It highlights key themes such as planning, reasoning, memory, self-evolution, and multi-agent systems, offering a structured way to track the rapidly evolving landscape of autonomous AI entities.

Quick Start & Requirements

No installation or execution is required. The repository is a collection of links to external research papers.

Highlighted Details

  • Papers are updated bi-weekly, ensuring recency.
  • Categorization includes agent capabilities (planning, reasoning, memory), architectures (single-agent, multi-agent), and applications (research, data, software engineering).
  • Special tags denote recommended (🔥), survey (📖), and benchmark (⚖️) papers.
  • Covers a broad spectrum of AI agent research, from foundational concepts to specific applications.

Maintenance & Community

The repository is maintained by masamasa59. No specific community channels or contributor information are listed in the README.

Licensing & Compatibility

The repository itself does not contain code and is not subject to software licensing. It links to external research papers, whose licenses would apply individually.

Limitations & Caveats

This is a curated list of papers and does not provide any code, tools, or direct access to AI agent implementations. The value is purely informational, relying on the user to access and process the linked research.

Health Check
Last commit

3 weeks ago

Responsiveness

Inactive

Pull Requests (30d)
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Issues (30d)
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Star History
121 stars in the last 30 days

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