Emergency evacuation is viewed as a common strategy adopted during the disaster
preparedness stage of evacuation to ensure the safety of potentially affected populations. In …

Large-scale emergencies occur frequently around the world, causing serious casualties.
Emergency evacuation is one of the top priorities after a disaster. Due to the uncertain and …

In some military application scenarios, Unmanned Aerial Vehicles (UAVs) need to perform
missions with the assistance of on-board cameras when radar is not available and …

Evacuation in the event of a fire in an urban underground complexes (UUC) is a big
challenge. How to conduct limited evacuation in case of a fire in UUC is a problem worthy of …

Humans plan their movements mainly based on visual information. However, agents in few
existing evacuation models perceive the environment by using visual information. To obtain …

Crowd congestion is an important factor affecting evacuation efficiency, and reasonable
regulation of crowd congestion in the evacuation process is one way to improve crowd …

To avoid crowd evacuation simulations depending on 2D environments and real data, we
propose a framework for crowd evacuation modeling and simulation by applying deep …

Aiming at the poor robustness and adaptability of traditional control methods for different
situation, the Deep Deterministic Policy Gradient (DDPG) algorithm is improved by …

Machine learning methods and agent-based models enable the optimization of the
operation of high-capacity facilities. In this paper, we propose a method for automatically …

At present, a common drawback of crowd simulation models is that they are mainly
simulated in (abstract) 2D environments, which limits the simulation of crowd behaviors …