Learning Dynamic Abstract Representations for Sample-Efficient Reinforcement Learning

Mehdi Dadvar, Rashmeet Kaur Nayyar, Siddharth Srivastava

In many real-world problems, the learning agent needs to learn a problem's abstractions and solution simultaneously. However, most such abstractions need to be designed and refined…