Modeling Human Behavior by Inferring Task Objective and Variability

The proposed method models human behavior as a combination of the task objective, which represents the human's intent or desire, and the variability, which captures the inherent uncertainty in human behavior. This approach can improve the prediction accuracy of human behaviors and provide interpretable insights into the underlying factors driving the observed behaviors.