I personally think it's not a good idea to reward dogs with doggie treats for barking and chasing you.
Hopefully, you get them the biscuit before the barking and chasing starts, particularly if it is a dog you routinely see on your ride.
I know what you mean about not wanting to reward, but sometimes it's just enough of a distraction.