By Victor Rahman Faculty Mentor: Evan Coleman Abstract This project explores the application of reinforcement learning techniques to autonomous driving using The Open Racing Car Simulator (TORCS). We develop an agent that learns to drive by interacting with the environment and improving its driving policy over time. Over time we discover setbacks and new improvements…