Clarify Before Executing: A Self-Evolving Agent for Resolving Intent Asymmetry in 3D Tool Orchestration
3.40T1 sourcearXiv cs.MA
Source record
Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2607.16352.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryA research paper introducing CLARE, a 3D asset creation agent that resolves underspecified user instructions through proactive clarification before invoking 3D tools. It uses a four-role decoupled pipeline and self-evolves its clarification policy via simulated multi-turn interactions, achieving SOTA on a 620-scenario benchmark.
Why it mattersThe clarification-before-execution pattern and self-evolving policy mechanism are transferable design choices for any agent handling ambiguous user input, beyond just 3D workflows.
Cited by
No citations on record.