Navigation path traces are essential in video game design for player engagement and character behavior.A new approach using nonparametric statistics has been proposed for path generation and evaluation in video games.The method combines nonparametric transformations and copula models for path generation and evaluation.Empirical analysis on gaming benchmarks shows precise control and reliability of the proposed method for generating diverse navigation paths.