An autonomous vehicle platform and system for selectively performing an in-season management task in an agricultural field while self-navigating between rows of planted crops, the autonomous vehicle platform having a vehicle base with a width so dimensioned as to be insertable through the space between two rows of planted crops, the vehicle base having a first portion and a second portion, wherein the first portion is pivotably coupled to the second portion, and each of portion is operably coupled to at least one ground engaging wheel.