Any process that modulates the frequency, rate or extent of penetration peg initiation, the process in which a relatively unspecialized cell start to acquire the characteristics of a mature penetration peg when the symbiont penetrates its host organism. The host is defined as the larger of the organisms involved in a symbiotic interaction.