Emergency fire escape path planning model based on improved DDPG algorithm
Z Feng, C Wang, J An, X Zhang, X Liu, X Ji… - Journal of Building …, 2024 - Elsevier
Currently, there is a growing demand for fire emergency evacuation capability of buildings.
However, current plans based on pre-established static evacuation routes, fail to consider …
However, current plans based on pre-established static evacuation routes, fail to consider …
Artificial intelligence methodologies for building evacuation plan modeling
In recent years, the use of artificial intelligence methodologies has demonstrated
effectiveness in improving the safety and efficiency of building evacuations during …
effectiveness in improving the safety and efficiency of building evacuations during …
Crowd evacuation with human-level intelligence via neuro-symbolic approach
Understanding human response to crowd emergencies is extremely complex, and it plays a
significant role in engineering construction designs and crowd safety. Individual choices …
significant role in engineering construction designs and crowd safety. Individual choices …
Study on Pedestrian Evacuation Model Base on Reinforcement Learning
Z Rui, J Hu, F Ling, Z Qi, W Juan - Available at SSRN 4820203 - papers.ssrn.com
This paper proposed a pedestrian evacuation model combined with reinforcement learning
in order to study how to better guide pedestrians to complete evacuation in specific indoor …
in order to study how to better guide pedestrians to complete evacuation in specific indoor …