robbery=higher house edge
"If not an AP, why was he asked to leave"?
"Why get rid off a ploppy....?
Because the "house edge" over a ploppy is much higher, when you take his bundle of bucks outside the casino in a deserted place within seconds.
"What forced him to take this particular cab?"
It might be the only "available" cab on the property, he had to leave