To explore issues of developmental structure, physical embodiment, integration of multiple sensory and motor systems, and
social interaction, we have constructed an upper-torso humanoid robot called Cog. The robot has twenty-one degrees of freedom
and a variety of sensory systems, including visual, auditory, vestibular, kinesthetic, and tactile senses. This chapter gives
a background on the methodology that we have used in our investigations, highlights the research issues that have been raised
during this project, and provides a summary of both the current state of the project and our long-term goals. We report on
a variety of implemented visual-motor routines (smooth-pursuit tracking, saccades, binocular vergence, and vestibular-ocular
and opto-kinetic reflexes), orientation behaviors, motor control techniques, and social behaviors (pointing to a visual target,
recognizing joint attention through face and eye finding, imitation of head nods, and regulating interaction through expressive
feedback). We further outline a number of areas for future research that will be necessary to build a complete embodied system.