Cognitive Artificial Intelligence

4 units · Graduate courses (200-299)

Seminar, three hours. Study demonstrates how to build artificial intelligence by following principles of human intelligence revealed by cognitive science. These principles include learning from small data; capturing causality of physical world; inferring others’ mental states for intuitive cooperation and communication. To achieve this goal, tools are drawn from cognitive science, social sciences, artificial intelligence, computer vision, and robotics. S/U or letter grading.