REACT: Rolling Denoising and Dual Decoupling for Reactive Robot Control with VLA Models
REACT reformulates flow-based action generation into a rolling denoising process to make robot control more reactive while keeping long-term context smooth. It maintains an action buffer, using the latest observation to refine the current action block before executing it and shifting future blocks forward. This method improves task success and reduces reaction time compared to other methods.