日本フィジカルAI新聞

世界のフィジカルAIを、日本語で。

週刊ニュースレター購読
群制御arXiv:2511.14624

アクティブマターを枠組みとした生命システムに着想を得たロボフィジクス

Active Matter as a framework for living systems-inspired Robophysics

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アクティブマター物理と生物学の原理をロボット群のモデリングと設計に取り入れる研究を概観し、生物模倣ロボット集団が抱える課題を論じた展望論文。

著者: Giulia Janzen, Gaia Maselli, Juan F. Jimenez, Lia Garcia-Perez, D A Matoz Fernandez, Chantal Valeriani

分類: cond-mat.soft, cs.AI, cs.RO

原文アブストラクト

Robophysics investigates the physical principles that govern living-like robots operating in complex, realworld environments. Despite remarkable technological advances, robots continue to face fundamental efficiency limitations. At the level of individual units, locomotion remains a challenge, while at the collective level, robot swarms struggle to achieve shared purpose, coordination, communication, and cost efficiency. This perspective article examines the key challenges faced by bio-inspired robotic collectives and highlights recent research efforts that incorporate principles from active-matter physics and biology into the modeling and design of robot swarms.

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