Using Deep Learning to Bootstrap Abstractions for Hierarchical Robot Planning

Naman Shah, Siddharth Srivastava

This paper addresses the problem of learning abstractions that boost robot planning performance while providing strong guarantees of reliability. Although state-of-the-art hierarch…