ObjDream: Guiding Vision-Language-Action Models with Object-Level Understanding and Future State Prediction

Vision-language-action (VLA) models have emerged as a powerful paradigm for robotic manipulation, enabling robots to generate actions from visual observations and language instructions. However, most existing VLA models still operate on image-level visual representations inherited from pretrained vi