An autonomous floor-cleaning robot comprising a housing infrastructure including a power subsystem for providing the energy to power the autonomous floor-cleaning robot, a motive subsystem operative to propel the autonomous floor-cleaning robot for cleaning operations, a command and control subsystem operative to control the autonomous floor-cleaning robot to effect cleaning operations, and a self-adjusting cleaning head subsystem that includes a deck, a brush assembly mounted in combination with the deck and powered by the motive subsystem to sweep up particulates during cleaning operations, and a vacuum assembly disposed in combination with the deck and powered by the motive subsystem to ingest particulates during cleaning operations. The autonomous floor-cleaning robot also includes a side brush assembly powered by the motive subsystem to entrain particulates outside the periphery of the housing infrastructure and to direct such particulates towards the self-adjusting cleaning head subsystem.