Crowd Evacuation Guidance Based on Combined Action Reinforcement Learning

Crowd Evacuation Guidance Based on Combined Action Reinforcement Learning

Existing crowd evacuation guidance systems require the manual design of models and input parameters, incurring a significant workload and a potential for errors. This paper proposed an end-to-end intelligent evacuation guidance method based on deep reinforcement learning, and designed an interactive...

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Bibliographic Details
Main Authors: Yiran Xue, Rui Wu, Jiafeng Liu, Xianglong Tang
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Algorithms
Subjects:
evacuation guidance
crowd simulation
deep Q network
reinforcement learning
Online Access:https://www.mdpi.com/1999-4893/14/1/26

Internet

https://www.mdpi.com/1999-4893/14/1/26

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