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Shanqi Zhang

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#reinforcement learning Open access Sep 2026

Exploring the potential of large language models for public participation in urban redevelopment planning

Public participation is essential to human-centered urban planning, yet existing approaches often struggle to translate dispersed public opinions into clear and discussable preference expressions. This limits substantive deliberation between public preferences and expert knowledge, making it difficult to effectively in...

Shimin Qi, Shanqi Zhang, Xiao Qin et al. · 0 citations

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