Learning Discrete State Abstractions With Deep Variational Inference

Ondrej Biza, Robert Platt, Jan-Willem van de Meent +1

Abstraction is crucial for effective sequential decision making in domains with large state spaces. In this work, we propose an information bottleneck method for learning approxima…