Here are some sample student projects from the class. All work is courtesy of the students named and used with permission.
Jun Ki Lee - Instrinsic Rewards in Reinforcement Learning (PDF)
Hyun Sung Chang - Non-parametric Classification of Facial Features (PDF)
Jeff Orkin - Speech Act Classification of Video Game Data (PDF)