Rowley was their dramatist and clown; Joseph Taylor would be their leading man in future years, and then fill the same function with the King's Men, when he replaced the late Richard Burbage in May 1619.
Taylor transferred to the King's Men in 1619; in the same year, Prince Charles's Men left Henslowe's Hope (a less-than-ideal venue for drama, since it doubled as a bear-baiting ring) and moved into Christopher Beeston's Cockpit Theatre, and were thereafter closely associated with Beeston's theatrical enterprise.
Prince Charles's Men disbanded, at least officially; some of the troupe's members may have continued with the so-called Red Bull company that occupied that theatre from 1625 on.
The original 1631 sharers in this company were Andrew Cane (their star clown), Ellis Worth, Joseph Moore, Matthew Smith, Richard Fowler, William Brown, James Sneller (or Kneller), Thomas Bond, Henry Gradwell, and William Hall.
Even after the London theatres closed in September 1642 at the start of the English Civil War, a remnant of the company seems to have struggled on.