RISE: Self-Improving Robot Policy with Compositional World Model

Jiazhi Yang, Kunyang Lin, Jinwei Li +10

Despite the sustained scaling on model capacity and data acquisition, Vision-Language-Action (VLA) models remain brittle in contact-rich and dynamic manipulation tasks, where minor…