Researchers at USC Viterbi School of Engineering are investigating whether AI agents could improve evacuation efficiency during wildfires in Los Angeles by optimizing routes and coordination. The study examines how autonomous systems might help reduce evacuation times and enhance emergency response during large-scale disaster scenarios. The research represents an exploration of artificial intelligence applications in critical infrastructure and public safety management during natural disasters.