Towards Long-Lived Robots: Continual Learning VLA Models via Reinforcement Fine-Tuning

Yuan Liu, Haoran Li, Shuai Tian +5

Pretrained on large-scale and diverse datasets, VLA models demonstrate strong generalization and adaptability as general-purpose robotic policies. However, Supervised Fine-Tuning (…