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11/28/2022
Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search
Building an AI agent that can design on its own has been a goal since th...
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10/07/2021
Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces
Generative design problems often encompass complex action spaces that ma...
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10/07/2021
Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design
Engineering design problems often involve large state and action spaces ...
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07/26/2019