PRINTEPS (Practical INTEligent aPplicationS) is a total intelligent application development platform that integrates 5 types of sub systems (knowledge-based reasoning, speech dialog, image sensing, manipulation and machine learning). This paper shows us howPRINTEPS has been applied to Teaching Assistant Robot where multiple people and robots cooperate.