ACE: Agentic Control for Embodied Manipulation via Zero-shot Workflow Reasoning

Iok Tong Lei, QianZhi Li, Ying Jie Yap +5

General-purpose manipulation requires both semantic reasoning over task constraints and reliable execution of contact-rich actions. We present ACE, an agentic manipulation harness…