# New Robot Steering Method Achieves 49% Task Success Improvement Without Retraining

- slug: new-robot-steering-method-achieves-49-task-success-improvement-without-retraining
- date: 2026-03-12

A new method for improving robot manipulation tasks without retraining the underlying policy has achieved a 49% average success rate improvement across five real-world tasks, according to research published on arXiv.

The approach, called UF-OPS (Update-Free On-Policy Steering), was developed by ...

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