Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning

Lucas Lehnert, Michael L. Littman

A key question in reinforcement learning is how an intelligent agent can generalize knowledge across different inputs. By generalizing across different inputs, information learned…