Deep reinforcement learning with a particle dynamics environment applied to emergency evacuation of a room with obstacles

Yihao Zhang, Zhaojie Chai, George Lykotrafitis

A very successful model for simulating emergency evacuation is the social-force model. At the heart of the model is the self-driven force that is applied to an agent and is directe…