Simple Recipe Works: Vision-Language-Action Models are Natural Continual Learners with Reinforcement Learning

Jiaheng Hu, Jay Shim, Chen Tang +4

Continual Reinforcement Learning (CRL) for Vision-Language-Action (VLA) models is a promising direction toward self-improving embodied agents that can adapt in openended, evolving…