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areal-project/AReaL

Python Tracked since 2025-02-24 Updated 2026-10-26 View source ↗

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5.9k Stars

The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.

About

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.

AReaL’s mission is to make building AI agents accessible, efficient, and cost-effective for a broad community of developers and researchers.

Like milk tea - customizable, scalable, and enjoyable - we hope AReaL brings both flexibility and delight to your AI…

Excerpted from github.com/areal-project/AReaL

Latest metrics

Stars 5.9k 2026-10-26
Forks 637 2026-10-26
Commits 1.1k 2026-10-26
Releases 26 2026-10-26
Watchers 37 2026-10-26
Open issues 20 2026-10-26
Open PRs 120 2026-10-26