@article{towardslonglivedrobotscontinuallearningv,
  title = {Towards Long-Lived Robots: Continual Learning VLA Models via Reinforcement Fine-Tuning},
  author = {Yuan Liu and Haoran Li and Shuai Tian and Yuxing Qin and Yuhui Chen and Yupeng Zheng and Yongzhen Huang and Dongbin Zhao},
  year = {2026},
  eprint = {2602.10503},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.10503},
}