Abstract. This paper is devoted to investigating non-equilibrium phase transitions to an absorbing state, which are generically encountered in reactiondiffusion processes. It is a review, based on [1, 2, 3], of recent progress in this field that has been allowed by a non-perturbative renormalisation group approach. We mainly focus on branching and annihilating random walks and show that their critical properties strongly rely on non-perturbative features and that hence the use of a non-perturbative method turns out to be crucial to get a correct picture of the physics of these models.