Huihan Liu, Changyeon Kim, Bo Liu, Minghuan Liu, Yuke Zhu

Pretrained Vision-Language-Action Models are Surprisingly Resistant to Forgetting in Continual Learning

arXiv:2603.03818v1 Announce Type: new Abstract: Continual learning is a long-standing challenge in robot policy learning, where a policy must acquire new skills over time without …