UniCross: Unified Cross-Skill Dexterous Manipulation Synthesis
This framework unifies four complex manipulation skills—grasping, relocation, rotation, and translation—into a single policy using a shared hand-object relational perspective. By modeling these actions under one formulation, the system learns one versatile policy that generalizes well to new objects and can seamlessly chain skills together for long manipulation tasks.