Caroline Clarke Hayes is an American computer scientist, roboticist, and mechanical engineer whose research concerns agent-based models, human–computer interaction, intelligent decision support systems, and more generally "the interface between people and technology for complex tasks". She is Lynn Gleason Professor of Interdisciplinary Engineering at Iowa State University, where she chairs the Department of Mechanical Engineering.