Synonyms for Anxiolytic Drug (same or very similar meaning)
WordNet sense 1 (a tranquilizer used to relieve anxiety and reduce tension and irritability):
anxiolytic, minor tranquilizer, antianxiety drug, minor tranquilliser, minor tranquillizer
From the ODE community, based on WordNet
add/edit