Composing Value Functions in Reinforcement Learning

Benjamin van Niekerk, Steven James, Adam Christopher Earle, Benjamin Rosman

Abstract: An important property for lifelong-learning agents is the ability to combine existing skills to solve new unseen tasks. In general, however, it is unclear how to compose existing skills in a princi...