aDSL: Agentic 3D Creation via Joint Agent-Program Design
Programmatic representations provide a compelling paradigm for 3D content creation, enabling fine-grained edits, interpretability, and explicit structural control. Yet, agentic workflows that rely on large language models (LLMs) to author 3D programs remain brittle, often failing to translate high-level intent into consistent low-level geometry. We attribute this fragility to a mismatch between existing programmatic interfaces and the reasoning strengths of LLMs, which favor semantic structure and spatial relations over fragile numeric choices. In this paper, we jointly design an Agent-centric
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- FuzzySimilar title/name (fuzzy) · 59%AgentCore-8B →
“Fuzzy title match (0.73): “aDSL: Agentic 3D Creation via Joint Agent-Program Design” ≈ “AgentCore-8B””
- PossiblePossibly related (embedding) · 28%BoundaryML/baml →
“Possibly related via embedding similarity 0.62 (not asserted). Timestamp check: artifact slightly before paper (-47d).”
- PossiblePossibly related (embedding) · 58%Decypher: A Deep Semantic Code Graph for Agentic Coding and Engineering (Now in Beta) →
- FuzzySimilar title/name (fuzzy) · 87%SWE-agent/SWE-agent →
“Fuzzy title match (0.94): “aDSL: Agentic 3D Creation via Joint Agent-Program Design” ≈ “SWE-agent/SWE-agent””
- FuzzySimilar title/name (fuzzy) · 87%zhayujie/CowAgent →
“Fuzzy title match (0.94): “aDSL: Agentic 3D Creation via Joint Agent-Program Design” ≈ “zhayujie/CowAgent””
- FuzzyOverlapping authors or contributors · 62%ray-project/ray →
“Shared author/contributor keys: wang”
- FuzzyOverlapping authors or contributors · 62%bytedance/deer-flow →
“Shared author/contributor keys: wang”
- FuzzySimilar title/name (fuzzy) · 59%NousResearch/hermes-agent →
“Fuzzy title match (0.73): “aDSL: Agentic 3D Creation via Joint Agent-Program Design” ≈ “NousResearch/hermes-agent””