Composing Meta-Policies for Autonomous Driving Using Hierarchical Deep Reinforcement Learning

Richard Liaw, Sanjay Krishnan, Animesh Garg +3

Rather than learning new control policies for each new task, it is possible, when tasks share some structure, to compose a "meta-policy" from previously learned policies. This pape…