Examining Committee:
Members: Dr. Dana Nau
Runxing Lin is a current MS candidate in the University of Maryland's Department of Computer Science, planning to graduate in Fall 2020. He has been a big fan of artificial intelligence since 2015 when AlphaGo become the first computer program to defeat human professional players. He believes that reinforcement learning is a very important area that can help to design artificial agents that achieve human-level performance in complex tasks such as autonomous driving. He thinks that imitation learning and reinforcement learning are very important issues in our everyday life, and that studies of machine reinforcement learning will contribute to better understanding our own learning. He plans to be involved with future projects and research on reinforcement learning.