As long as the solo mode is used with a pre-existing character (with its own Skill cards), you can add players to the game by following the "Joining a Game" section in the rulebook.

It is not possible to switch to multiplayer from a solo game played with a custom character (with 4 fire minis and mixed skill cards from other characters).