The 71-year-old star said despite the negative review from his father he never gave up on his dream, reported People magazine.
"I remember the first show I did, he came back and he said, 'Michael you were absolutely terrible. 'And he was so relieved because he thought, 'I don't have to worry about my son becoming an actor, he was so bad.'
"I kind of stayed with it and kept working with it and a few shows later he came back and said, 'Not bad'," Douglas said.
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