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Peihua Song

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#reinforcement learning Open access Oct 2026

Emergency Evacuation in Classrooms: A Review

Classroom evacuation is constrained by relatively fixed occupant positions, dense desk-and-chair arrangements, restricted aisles, and limited exits, and is jointly influenced by occupant behavior, spatial conditions, and emergency scenarios. This review proposes a four-stage framework comprising scenario and data, expe...

Peihua Song, Zhigang Xu, Lian Duan · 0 citations

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