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Contact-rich Robotic Manipulation on Real-world RAM Insertion

95Success Rate (SR)HiL-SERL + UniIntervene
6.629.5552.575.45Jun 10, 2026

Evaluation results

MethodLinks
HiL-SERL + UniIntervene2026.069512.1
HiL-SERL2026.068532.3
HiL-SERL + FA-RL2026.067527.9
π0.5 (SFT)Training Mode=Supervised Fine-Tuning (SFT)2026.0610—