AReaL — Agent Tool by inclusionAI

by inclusionAI · Agent Tool · ★ 5.1k

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About AReaL

AReaL: A Large-Scale Asynchronous Reinforcement Learning System WeChat (微信) Group | AReaL is an open-source fully asynchronous reinforcement learning training system for large reasoning and agentic models, developed by members from Tsinghua IIIS and the AReaL Team at Ant Group. Built upon the open-source project ReaLHF, we are fully committed to open-source principles by providing the training details, data, and infrastructure required to reproduce our results, along with the models themselves. AReaL aims to help everyone build their own AI agents easily and affordably. Our team loves milk tea because it's delicious, customizable, and affordable—we hope you enjoy our project just as much as you'd enjoy real milk tea. Cheers! AReaL Highlights ⚡ Flexibility: Seamless customization for

agentllmllm-agentllm-reasoningmachine-learning-systemsmlsysreinforcement-learningrl

Quick Facts

Stars5,139
Forks487
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score45.582/100
Open Issues71
Last Updated2026-05-05
Created2025-02-24
Platformspython
Est. Tokens~19331k

Compatible Skills

These tools work well together with AReaL for enhanced workflows:

  • doc-to-lora — semantic(0.28)+complementary+same_lang+similar_pop+shared_platform (55%)
  • mirascope — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (52%)
  • agentic-context-engine — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)
  • wcgw — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)
  • gptme — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)

AReaL alternative? Top 6 similar tools

Looking for a AReaL alternative? If you're comparing AReaL with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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    Build and run agents you can see, understand and trust.

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  • AIlice by myshell-ai · ⭐ 1.4k

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  • ReCall by Agent-RL · ⭐ 1.3k

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Frequently Asked Questions

What is AReaL?

AReaL is The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.. It is categorized as a Agent Tool with 5.1k GitHub stars.

What programming language is AReaL written in?

AReaL is primarily written in Python. It covers topics such as agent, llm, llm-agent.

How do I install or use AReaL?

You can find installation instructions and usage details in the AReaL GitHub repository at github.com/inclusionAI/AReaL. The project has 5.1k stars and 487 forks, indicating an active community.

What license does AReaL use?

AReaL is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to AReaL?

The top alternatives to AReaL on Agent Skills Hub include agentscope, MaiBot, gptme. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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