Advantages and Limitations of using Successor Features for Transfer in Reinforcement Learning

Lucas Lehnert, Stefanie Tellex, Michael L. Littman

One question central to Reinforcement Learning is how to learn a feature representation that supports algorithm scaling and re-use of learned information from different tasks. Succ…