AReaL

by areal-project · Agent Tool · ★ 5.2k

About AReaL

AReaL: A Large-Scale Asynchronous Reinforcement Learning System WeChat (微信) Group | AReaL is a reinforcement learning (RL) infrastructure designed to bridge foundation model training with modern agent-based applications. It was originally developed by researchers and engineers from Tsinghua IIIS and the AReaL Team at Ant Group. Built on a fully asynchronous RL training paradigm, AReaL is optimized for efficiency and scalability, making it particularly well-suited for training large-scale reasoning and agentic models.

agentllmllm-agentllm-reasoningmachine-learning-systemsmlsysreinforcement-learningrl

Quick Facts

Stars5,204
Forks501
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score49.022/100
Open Issues75
Last Updated2026-05-22
Created2025-02-24
Platformspython
Est. Tokens~19261k

Compatible Skills

These tools work well together with AReaL for enhanced workflows:

  • AReaL — semantic(1.00)+rare_topics+same_lang+similar_pop+shared_platform (70%)
  • MetaClaw — semantic(0.33)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • AgentFly — semantic(0.44)+complementary+rare_topics+same_lang+shared_platform (59%)
  • ai-engineering-from-scratch — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • wcgw — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (57%)

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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 5.2k 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/areal-project/AReaL. The project has 5.2k stars and 501 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.

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