Humanoid robots are robots that resemble humans in appearance and abilities. They are designed to interact with human environments and tools. The presentation discusses the motivation for developing humanoids, how they work using sensors and actuators, advantages like assisting humans, and disadvantages like job loss. Applications include helping children with autism and performing tasks humans cannot.