Simple RAW for 5e V: The Disadvantage Strikes Back

[E’Tallitnics]

Q93 Do exhaustion levels 2, speed halved, and 5, speed is 0, affect travel pace?

R93: They do, for the creature affected by exhaustion. That creature either needs to remove the exhaustion to remove the affect or find another mode of transportation.