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Overview

Version History

Key Milestones

Getting Started with AReaL-lite

Running GRPO on GSM8K Dataset

Tutorial

Installation
Installation (Ascend NPU)
Quickstart
OpenAI-Compatible Workflows
Agentic Reinforcement Learning
Evaluation
Fine-tuning Large MoE Models
Configurations

Best Practices

Diagnosing RL Performance
Debugging Guide
Handling OOM Issues
Performance Profiling

Customization

Dataset
Rollout and Agentic RL
Training Algorithm

Algorithms

Asynchronous RL
PPO, GRPO, and Related Algorithms
Second-Moment Trust Policy Optimization (M2PO)
Proximal Log-Probability Approximation

Repository
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By AReaL Team

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