While most of the weapons from the single-player game feature, Monolith has tweaked them slightly to ensure balance, no matter what you're playing with.
The assault rifle's ammo count has been reduced and the rocket launcher, while devastating, is less effective against your speedy human opponents but more so against armoured mechs.