Self-Improving Vision-Language-Action Models with Data Generation via Residual RL

Anonymous ICLR 2026 Submission

Real-world Video Demonstrations

YAM ARM - Continuous GPU insertion for 1 hour

Franka Arm

Pick up clue cube
Small peg insertion
Yellow peg insertion