# 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 ... ---