Agentic Neuro-Symbolic Planning and Commissioning for Human-in-the-Loop Industrial Robotics with Digital Twins - 2026-06-09 - Research Publication - The paper combines language-model reasoning with deterministic verification and execution in a Specifier-Designer-Inspector architecture. A Unity3D digital twin supports human inspection and modification before physical… - source: arxiv.org