aDSL: Agentic 3D Creation via Joint Agent-Program Design
The paper’s core claim is that LLMs make sturdier 3D programs when the language itself is built around semantic parts and spatial relations.
The authors introduce aDSL, a domain-specific language meant to avoid brittle absolute-coordinate choices in agent-written 3D code.
They pair it with a training-free Plan-Execute-Critic multi-agent loop that decomposes requests, writes code, and repairs errors using execution feedback.
In their experiments, the system beats prior LLM-based baselines on text-to-shape and image-to-shape tasks while keeping the generated objects editable and interpretable.
Source: HF Daily Papers' note.
The authors introduce aDSL, a domain-specific language meant to avoid brittle absolute-coordinate choices in agent-written 3D code.
They pair it with a training-free Plan-Execute-Critic multi-agent loop that decomposes requests, writes code, and repairs errors using execution feedback.
In their experiments, the system beats prior LLM-based baselines on text-to-shape and image-to-shape tasks while keeping the generated objects editable and interpretable.
Source: HF Daily Papers' note.
score 4