Güner Dilsad Er

Co-VLA: Consensus-based Federated Training for Vision-Language-Action Models

Vision-language-action models (VLAs) have emerged as a promising paradigm for general-purpose robot learning, with performance improving as models and datasets scale. Scaling robot data collection, however, remains challenging because data are naturally distributed across robots, tasks, and locations, making centraliza...