You are right! From the paper:

by default, our non-active players are also controlled by another rule-based bot. In this case, the behavior is simple and corresponds to reasonable football actions and strategies, such as running towards the ball when we are not in possession, or move forward together with our active player. In particular, this type of behavior can be turned off for future research on cooperative multi-agents if desired.