Sam, an NDSEG fellow, is researching ad hoc teams and reinforcement learning. His work focuses on how to cooperate with unknown teammates to accomplish a shared task. As part of Robocup's Standard Platform League, he worked on creating and selecting actions for robot soccer. He has also worked at MIT Lincoln Laboratory, applying machine learning to detect terrorist threats. Outside work, Sam enjoys ultimate frisbee, racquetball, and playing flute.