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English(EN) AssemblyGrid v1: A Benchmark for Multi-Robot Production with Temporary Coalitions, Local Information, and Geometric Constraints

新的AssemblyGrid v1基准测试评估多机器人生产系统

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员推出了AssemblyGrid v1，这是一个旨在评估多机器人生产系统的新基准测试。该基准测试解决了柔性机器人生产中的挑战，例如去中心化控制、局部信息以及临时联盟的需求。它结合了明确的工艺流程、物料转移和依赖于几何形状的可行性，以模拟复杂的生产环境。AssemblyGrid v1包含各种工作负载家族和场景级别，可用于评估基于学习和非学习的方法。 AI

影响 该基准测试有望推动复杂机器人任务的去中心化多智能体决策研究。

排序理由 该项目是一篇介绍多机器人生产新基准测试的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新的AssemblyGrid v1基准测试评估多机器人生产系统

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15 / 100
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该项目是一篇介绍多机器人生产新基准测试的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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paper, product
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High
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报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Fouad Bahrpeyma, David Heik, Dirk Reichelt ·

    AssemblyGrid v1：一个用于多机器人生产的基准测试，具备临时联盟、局部信息和几何约束

    arXiv:2609.16075v1 Announce Type: cross Abstract: Flexible robotic production requires joint decisions on process progression, material routing, resource assignment, temporary cooperation, and simultaneous execution, since each decision can affect the feasibility of the others. T…

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