AI RESEARCH
Memory-Augmented Reinforcement Learning Agent for CAD Generation
arXiv CS.AI
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ArXi:2605.19748v1 Announce Type: new Automatic generation of computer-aided design (CAD) models is a core technology for enabling intelligence in advanced manufacturing. Existing generation methods based on large language models (LLMs) often fall short when handling complex CAD models characterized by long operation sequences, diverse operation types, and strong geometric constraints, primarily because reasoning chains break and effective error-correction mechanisms are lacking.