You can play the entire game without anyone else. Just close your party and pick a mission. No one will be able to join your in-progress mission if your party is closed. It's not even that difficult until the higher difficulties, you'll just spend more time doing things alone without having a full team to sweep through enemies and objectives.
The game is built around playing with a group though, that is how it is intended to be played from the ground up.