The 46-year-old will reportedly delete his Twitter account in a matter of days, or possibly hours as he "feels like he's not getting anything out of the social network," reported TMZ Online.
The star attracted millions of followers to his account last year during his very public meltdown. The actor called it a "psychotic break" and claimed he possessed 'tiger blood' and had dalliances with several women, referring to them as goddesses.
In fact his first ever tweet was in reference to 'goddess' Bree Olsen, when he posted a photograph of himself with her, holding a bottle of chocolate milk along with his catchphrase 'Winning' and 'Choose your vice.'
After being fired from hit sitcom "Two and a Half Men" last year, Sheen is now starring in a new comedy TV show "Anger Management".