Multi-Agent System (MAS)

The proposed human behavior system integrates both artificial intelligence and fuzzy logic parameters. Fuzzy logic is used in refining human emotional behavior by including fuzzy behavioral characteristics such as stress, panic, smoke and anger. AvatarSim is a model and a MAS developed in Java framework and can be displayed on a web browser. The model is extended to simulate battlefield scenarios and airplane evacuation scenarios. AvatarSim2 combines Genetic Algorithm (GA) with Neural Networks (NN) to explore how intelligent agents can look for exits during an evacuation. The agents have the capability to adapt their behavior in the environment and formulate their response by learning from the environment.