RAGEN: Training Agents by Reinforcing Reasoning
Diagnose agent failure modes. Make your RL training better.
RAGEN (Reasoning AGENT) is a flexible RL framework for training reasoning agents.
We develop diagnostics to understand how agent RL training works , and how to fix hidden issues.
Looking for the V1 README? Please take a look here.
2026.3.12. We are excited to release RAGEN-2! We introduce a systematic study of reasoning collapse in… See the full description on the dataset page:
https://huggingface.co/datasets/Harryis/RAGEN_v2.
