Tobias Jacobs

Reinforcement Learning for Route Optimization with Robustness Guarantees

Application of deep learning to NP-hard combinatorial optimization problems is an emerging research trend, and a number of interesting approaches have been published over the last few years. In this work we address robust optimization, which is a more complex variant where a max-min problem is to be…