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Architectural CAD/CAM in Robotic Fabrication via Differentiable Energy Optimization and Few-Shot Spatiotemporal Graph RL Policy
SessionSimulation
DescriptionWe propose a few-shot graph RL system for robotic brick assembly, addressing CAD/CAM challenges in customized designs by Denoising Attention STGNN, Siamese Neural Networks, and DDPG, ensuring precision and stability.