Studies properties of bitopological spaces generated by certain non-symmetric functions. These functions, called "probabilistic quasi-pseudo-metrics" and "fuzzy quasi-pseudo-metrics", are generalisations of classical quasi-pseudo metrics. This book includes fundamental notions and results from the classical - deterministic or symmetric - theory.