Humanoid robots such as Pepper, ASIMO, Atlas, Sophia, Nadine, and RoboThespian are used in real-life applications including customer service, healthcare, education, entertainment, and research, where they interact with people, assist with tasks, and demonstrate advanced mobility and communication capabilities.