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Awesome Foundation Agents

Development community

Description

About Awesome things towards foundation agents. Papers / Repos / Blogs / ...

Installation

This entry records only its repository, not the path inside it, so there is no exact command to give. Open the source below and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

README

Awesome-Foundation-Agents

[![PR Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen)](https://github.com/FoundationAgents/awesome-foundation-agents/pulls) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE) [![Awesome](https://awesome.re/badge.svg)](https://awesome.re) [![Arxiv](https://img.shields.io/badge/arXiv-FoundationAgents-b31b1b)](https://arxiv.org/pdf/2504.01990)

We maintain a curated collection of papers exploring the path towards Foundation Agents, with a focus on formulating the core concepts and navigating the research landscape.

⌛️ Coming soon: Version 2! We're continuously compiling and updating cutting-edge insights. Feel free to suggest any related work you find valuable!

Our Works Towards Foundation Agents

✨✨✨ [Advances and Challenges in Foundation Agents](https://www.arxiv.org/abs/2504.01990) (Paper)

![The key of human brain.](assets/1-brain.png) ![The Framework of Foundation Agent](assets/1-agent_framework.png)

Awesome Papers

Table of Contents

Core Components of Intelligent Agents

Cognition

Cognition System

Learning

Space

Full

  • Add SFT,RLHF,PEFT
  • ReFT: Reasoning with Reinforced Fine-Tuning, arxiv 2024, [paper] [code]