Analyzing Knowledge Transfer in Deep Q-Networks for Autonomously Handling Multiple Intersections

David Isele, Akansel Cosgun, Kikuo Fujimura

We analyze how the knowledge to autonomously handle one type of intersection, represented as a Deep Q-Network, translates to other types of intersections (tasks). We view intersect…