Open Access

Learning Optimal Crowd Evacuation From Scratch Through Self-Play

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Code.zip (127.86 MB)

Date

2025-08-25

Type

Software
Model

Authors

Nasiri Garabolagh, MahdiORCID 0000-0001-6538-754X
Cordts, Malte
Koeppl, HeinzORCID 0000-0002-8305-9379
Liebchen, BennoORCID 0000-0002-7647-6430

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Abstract

Description

Below you will find the codes and the trained model weights of the paper "Learning optimal crowd evacuation from scratch through self-play".

Keywords

Active Matter, Crowd Control, Optimal Evacuation, Machine Learning, Deep Reinforcement Learning

Citation

Identifier

https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/4749

Endorsement

DFG Classification

3.22-01 Statistische Physik, Nichtlineare Dynamik, Komplexe Systeme, Weiche und fluide Materie, Biologische Physik

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License

CC BY 4.0 - Attribution 4.0 International
Except where otherwise noted, this license is described as CC BY 4.0 - Attribution 4.0 International