@article{robotpowereddataflywheelsdeployingrobots, title = {Robot-Powered Data Flywheels: Deploying Robots in the Wild for Continual Data Collection and Foundation Model Adaptation}, author = {Jennifer Grannen and Michelle Pan and Kenneth Llontop and Cherie Ho and Mark Zolotas and Jeannette Bohg and Dorsa Sadigh}, year = {2025}, eprint = {2511.19647}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.19647}, }