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First steps toward behavioral models for fire evacuation simulations using unity ML-agent toolkit

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SIMULATION: Transactions of The Society for Modeling and Simulation International

Published online on

Abstract

SIMULATION, Ahead of Print.
This paper explores an initial attempt to use the Unity ML-Agents toolkit to model the behavior of people evacuating from indoor fires. The virtual environment was created in the Unity game engine and populated with humanoid agents capable of moving ...