Deep Policy Dynamic Programming

Abstract

Deep Policy Dynamic Programming applies Dynamic Programming on a search space restricted using policy derived from a Deep Neural Network. This provides a powerful and flexible framework for solving Vehicle Routing Problems using Deep Learning.

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Los Angeles, California, USA (remote)
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Wouter Kool
Machine Learning & Optimization

Scientist & engineer with a PhD in machine learning and a passion for (combinatorial) optimization.