Autonomous robots can perform tasks without continuous human guidance by gaining information about their environment, working without intervention, moving throughout the environment, and avoiding harm. They have different types of locomotion and use sensory perception to navigate and identify goals. Knowledge representation allows them to model the world using prior and sensed information for planning navigation and completing missions. Evaluation considers their autonomy, interaction with humans, and potential for collaboration between robot teams.