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

@misc{hu2026simple,
  title = {Simple Recipe Works: Vision-Language-Action Models are Natural Continual Learners with Reinforcement Learning},
  author = {Jiaheng Hu and Jay J. Shim and Chen Tang and Yoonchang Sung and Bo Liu and Peter Stone and Roberto Martín-Martín},
  year = {2026},
  eprint = {2603.11653},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.11653},
}