arXiv:2411.08163cond-mat.softcs.RO2024-11

用简单几何连接的机器人链实现无需智能的多功能自组织行为

Emergent functional dynamics of link-bots

  • 通过几何约束定义的V形机器人链,无需个体智能即可形成集体动态
  • 仅调节少数连接参数,就能实现移动、搬运、绕障等多样功能
  • 适合构建低耗材、可重构的微型软体机器人系统

由大量非生命个体组成的合成主动集体,具备协同改变群体形态与动态的能力,具有实际应用前景并有助于揭示自然集体行为的规律。然而,在个体或群体层面均不依赖智能或复杂控制的前提下设计有效集体机器人系统仍具挑战。本文研究了活性个体间简单的立体相互作用约束如何催生具备广泛功能的主动系统。我们提出链机器人(link-bot):一种基于V形结构的单链式主动机器人,其动态由几何连接约束决定,可实现无尺度、无处理负担的可编程集体行为。该动态系统涌现出多种涌现特性,包括运动、导航、运输,以及竞争或合作交互。通过调控少量连接参数,链机器人可完成多种异构任务,如穿越狭窄空间、绕行或包围物体、正向或反向推动负载。其可重构特性表明,该方法有望显著推动在任意尺度下以最少信息和材料实现可编程软体机器人的发展。

原文摘要 · Abstract (English)

Synthetic active collectives, composed of many nonliving individuals capable of cooperative changes in group shape and dynamics, hold promise for practical applications and for the elucidation of guiding principles of natural collectives. However, the design of collective robotic systems that operate effectively without intelligence or complex control at either the individual or group level is challenging. We investigate how simple steric interaction constraints between active individuals produce a versatile active system with promising functionality. Here we introduce the link-bot: a V-shape-based, single-stranded chain composed of active bots whose dynamics are defined by its geometric link constraints, allowing it to possess scale- and processing-free programmable collective behaviors. A variety of emergent properties arise from this dynamic system, including locomotion, navigation, transportation, and competitive or cooperative interactions. Through the control of a few link parameters, link-bots show rich usefulness by performing a variety of divergent tasks, including traversing or obstructing narrow spaces, passing by or enclosing objects, and propelling loads in both forward and backward directions. The reconfigurable nature of the link-bot suggests that our approach may significantly contribute to the development of programmable soft robotic systems with minimal information and materials at any scale.

软体机器人集体智能可重构系统

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