With the support of University of Waterloo's Dr. Nasser Azad and the Smart Hybrid and Electric Vehicles Lab, and General Motors' seed fund, my team and I implemented reinforcement learning agents in simulation and implemented them in a scale city environment for autonomous round about navigation.