Will it Blend? Composing Value Functions in Reinforcement Learning

Benjamin van Niekerk, Steven James, Adam Earle +1

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