The past tense of indulge in fantasy is indulged in fantasy.
The third-person singular simple present indicative form of indulge in fantasy is indulges in fantasy.
The present participle of indulge in fantasy is indulging in fantasy.
The past participle of indulge in fantasy is indulged in fantasy.