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粗視化された仮想ロボットのための製造可能な設計図の自動生成
※ 日本語タイトル・ポイントはAIによる自動生成です。正確な内容は原論文をご確認ください。
ポイント
- 仮想環境で進化したロボットを現実世界で実現するため、製造可能な設計図を自動生成するパイプラインを開発しました。
- 従来の進化計算では考慮されなかったモーターや電子回路などの物理的制約を組み込み、設計の具体性を高める点が重要です。
- ユーザー定義またはAI生成されたスケッチからでも設計図を作成でき、新規ロボット設計の加速に貢献します。
Abstract
Over the past three decades, countless embodied yet virtual agents have freely evolved inside computer simulations, but vanishingly few were realized as physical robots. This is because evolution was conducted at a level of abstraction that was convenient for freeform body generation (creation, mutation, recombination) but swept away almost all of the physical details of functional body parts. The resulting designs were crude and underdetermined, requiring considerable effort and expertise to convert into a manufacturable format. Here, we automate this mapping from simplified design spaces that are readily evolvable to complete blueprints that can be directly followed by a builder. The pipeline incrementally resolves manufacturing constraints by embedding the structural and functional semantics of motors, electronics, batteries, and wiring into the abstract virtual design. In lieu of evolution, a user-defined or AI-generated ``sketch'' of a body plan can also be fed as input to the pipeline, providing a versatile framework for accelerating the design of novel robots.
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