GREIL-Crowds: Crowd Simulation With Deep Reinforcement Learning and Examples
DescriptionWe present Guided Reinforcement Learning (GREIL) Crowds, a Deep Reinforcement Learning based method to learn a model of pedestrian behaviors guided by reference crowd data. The model successfully captures behaviors such as goal direction, consistent groups without the need to define explicit relationships and wandering without a specific purpose.
TimeThursday, 10 August 202310:56am - 11:07am PDT
Artificial Intelligence/Machine Learning