Any process that modulates the frequency, rate or extent of action potential creation, propagation or termination in a Purkinje myocyte. This typically occurs via modulation of the activity or expression of voltage-gated ion channels. [ GOC:BHF GOC:mtg_cardiac_conduct_nov11 ]