From Idea to Co-Creation: A Planner-Actor-Critic Framework for Agent Augmented 3D Modeling

arXiv:2601.05016v1 Announce Type: new Abstract: We present a framework that extends the Actor-Critic architecture to creative 3D modeling through multi-agent self-reflection and human-in-the-loop supervision. While existing approaches rely on single-prompt agents that directly execute modeling comm…