Synonyms for Dreamer (same or very similar meaning)
WordNet sense 1 (someone guided more by ideals than by practical considerations):
idealist
WordNet sense 2 (a person who escapes into a world of fantasy):
escapist, wishful thinker
From the ODE community, based on WordNet
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