arXiv · 2026 · Preprint

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

Jiaheng Hu, Jay Shim, Chen Tang, Yoonchang Sung, Bo Liu, Peter Stone, Roberto Martin-Martin

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Date: 2026-03-12
Citations: 12
arXiv: 2603.11653 ↗

Cite

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