55 citations · 56 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 55 cited
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…
q-bio.CB2020★ 1 cited
A deep reinforcement learning model based on deterministic policy gradient for collective neural crest cell migration
Yihao Zhang, Zhaojie Chai, Yubing Sun +1
Modeling cell interactions such as co-attraction and contact-inhibition of locomotion is essential for understanding collective cell migration. Here, we propose a novel deep reinfo…