Discrete State-Action Abstraction via the Successor Representation

Amnon Attali, Pedro Cisneros-Velarde, Marco Morales +1

While the difficulty of reinforcement learning problems is typically related to the complexity of their state spaces, Abstraction proposes that solutions often lie in simpler under…