In recent years, multi-agent reinforcement learning techniques have been widely used and
evolved in the field of artificial intelligence. However, traditional reinforcement learning …

The effectiveness of external emergency response to ship fires is critical in minimizing the
serious consequences of ship fires. However, the insufficient consideration of the dynamic …

Emergency response plans for tunnel vehicle accidents are crucial to ensure human safety,
protect critical infrastructure, and maintain the smooth operation of transportation networks …

Unsafe behavior among construction personnel poses significant risks in petroleum
engineering construction projects. This study addresses this issue through the application of …

To study the rescue behavior of respondents to major sudden traffic accidents, this study
considered an accident rescue system composed of responses from the government and …

The rapid expansion of expressway networks has highlighted the irregular distribution of
traffic flow in both spatial and temporal dimensions; there is an escalating demand for more …

With the rise in meteorological disasters, improving evaluation strategies for disaster
response agencies is critical. This shift from expert scoring to data-driven approaches is …

Active traffic management has become the mainstream means of road traffic control under
the environment of vehicle-road coordination and gradually develops towards the direction …