Abstract: I shall discuss a way to evaluate tails of the probability distribution functions in stochastic reaction-diffusion systems. The method is based on the semi-classical treatment of a proper ''quantum'' field theory, which may be associated with the reaction-diffusion models. The same set of ideas may be applied to a classification of non-equilibrium phase transitions, taking place in these models.