RoboRSI: Stable, efficient, and reusable robot self-evolution in complex real-world environments.

arXiv:2610.12424v1 Announce Type: cross Abstract: A generalist robot should not only perform diverse tasks but also improve through experience, turning what it learns during execution into capabilities that later tasks can reuse. Robot agents that act through