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Wen-Tao Zhang

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Book Open access Aug 2026

See to Solve: A Geometry-Aware Vision-Language Agent for Real-World Routing Problem

Despite being foundational in logistics, routing problems remain computationally challenging under complex, real-world constraints. Classical heuristics typically lack explicit modeling of data distributions, necessitating expert-driven operator design and extensive manual tuning to ensure algorithmic reliability. Conv...

Wen-Tao Zhang, Jing-Yuan Wang, Ze-Tong Zhou et al. · 0 citations
#artificial intelligence Preprint Sep 2026

CityPlanner: A Sandbox Agent for Executable Urban Planning

CityPlanner is proposed, a sandbox-agent framework for executable urban planning that consistently outperforms heuristic, task-specific RL, and general LLM-agent baselines and is verified on a real-world benchmark.

Wen-Tao Zhang, Jing-Yuan Wang, Ze-Tong Zhou et al. · 0 citations

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