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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Kenta Watanabe

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Preprint Aug 2026

360CityArena: A Realistic Virtual Urban Navigation Benchmark for Embodied Agents

360CityArena provides a necessary and challenging testbed for photorealistic urban-district navigation and spatial reasoning, and evaluation using state-of-the-art LMM-based agents shows that even the strongest model, Gemini 2.5 Flash, performs far below human level.

Kenta Watanabe, Atsuyuki Miyai, Mizuki Takenawa et al. · 0 citations

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