following unrewarding pheromone trail for too long could trigger a timeout and walk in the random direction. Then search for a new trail.
Even better if an ant could just return to the last visited anthill on timeout
I'm sure you will get enough problems with the definition of "unrewarding" and time control to make the change a net loss. How stable is the travel speed of ants anyway? Because trails do change form all the time.