Bhanu Bhandari

Learning a Latent Search Space for Routing Problems using Variational Autoencoders

Methods for automatically learning to solve routing problems are rapidly improving in performance. While most of these methods excel at generating solutions quickly, they are unable to effectively utilize longer run times because they lack a sophisticated search component. We present a learning-base…