Robots Get a Finer Touch: Modeling Movement for Smarter Manipulation
![The framework addresses complex tasks requiring precise movement by separating high-level goal planning from detailed kinematic adjustments, achieved through a bi-level approach where a [latex]Bi-Level RVQ-VAE[/latex] learns hierarchical action representations and the [latex]KineVLA[/latex] framework facilitates bi-level generation for kinematics-rich scenarios.](https://arxiv.org/html/2603.17524v1/fig/pipline.png)
New research introduces a framework that empowers robots to understand and execute complex actions with greater precision by explicitly modeling the underlying kinematics of movement.







