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English(EN) 360CityArena: A Realistic Virtual Urban Navigation Benchmark for Embodied Agents

新的AI测试平台推出，用于城市导航和多智能体协调

作者 PulseAugur 编辑部 · [3 个来源] ·

推出了两个新的研究平台Lingjing和360CityArena，以推进具身智能在复杂的城市环境中的应用。Lingjing专注于无人机和自动驾驶汽车等异构智能体的多智能体协调，为自然语言任务和详细的故障分析提供了一个测试平台。360CityArena提供了一个用于城市导航的逼真基准，使用真实世界的360度视频数据来评估智能体在从地标搜索到空间推理等任务上的表现。这两个平台都突显了当前AI在真实城市导航和任务执行能力方面面临的重大挑战。 AI

影响 这些平台将能够对用于复杂、真实城市任务的AI智能体进行更严格的测试和开发，有望加速自动导航和多智能体协调方面的进展。

排序理由 两篇研究论文介绍了用于AI研究的新模拟环境和基准。

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 3 个来源。 我们如何撰写摘要 →

新的AI测试平台推出，用于城市导航和多智能体协调

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报道来源 [3]

  1. arXiv cs.AI TIER_1 English(EN) · Xiaohe Li, Yiru Wang, Junhao Fan, Mingyuan Liu, Jie Huang, Kaixin Zhang, Jiahao Li, Chen Qian, Zide Fan ·

    Lingjing: 开放式城市中多智能体具身任务的模拟测试平台

    arXiv:2608.08045v1 Announce Type: new Abstract: Urban embodied intelligence requires coordination among heterogeneous agents (e.g., UAVs, ground robots, and autonomous vehicles) in dynamic cities. Simulators therefore provide a scalable foundation for developing and evaluating su…

  2. arXiv cs.AI TIER_1 English(EN) · Kenta Watanabe, Atsuyuki Miyai, Mizuki Takenawa, Kiyoharu Aizawa, Toshihiko Yamasaki ·

    360CityArena：面向具身智能体的真实城市导航基准测试

    arXiv:2608.08814v1 Announce Type: cross Abstract: We present 360CityArena, a benchmark for evaluating the urban exploration capabilities of embodied agents within a photorealistic environment constructed from 360-degree videos. Existing outdoor benchmarks either lack sufficient p…

  3. Hugging Face Daily Papers TIER_1 English(EN) ·

    360CityArena：面向具身智能体的真实城市导航基准测试

    A new photorealistic urban benchmark reveals large performance gaps for embodied agents in city-scale navigation and spatial reasoning.

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