Wouter Kool

Wouter Kool

University of Amsterdam - Amsterdam / Netherlands
Engineering & Technology / Computer Science
AD Scientific Index ID: 926700
Universiteit van Amsterdam
person_outline Wouter Kool's MOST POPULAR ARTICLES
1-) Attention, learn to solve routing problems!W Kool, H Van Hoof, M WellingarXiv preprint arXiv:1803.08475, 20186912018
2-) Stochastic beams and where to find them: The gumbel-top-k trick for sampling sequences without replacementW Kool, H Van Hoof, M WellingInternational Conference on Machine Learning, 3499-3508, 20191062019
3-) Deep Policy Dynamic Programming for Vehicle Routing ProblemsW Kool, H van Hoof, J Gromicho, M WellingConstraint Programming, Artificial Intelligence and Operations Research (CPAIOR), 2022442022
4-) A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine LearningIAM Huijben, W Kool, MB Paulus, RJG Van SlounIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 20221032022
5-) Buy 4 REINFORCE Samples, Get a Baseline for Free!W Kool, H van Hoof, M WellingDeep Reinforcement Learning Meets Structured Prediction Workshop at ICLR 2019, 2019762019