4 papers
ReproducedPapers.org: Openly teaching and structuring machine learning reproducibility
Burak Yildiz, Hayley Hung, Jesse H. Krijthe +9
We present ReproducedPapers.org: an open online repository for teaching and structuring machine learning reproducibility. We evaluate doing a reproduction project among students an…
Continuous surrogate-based optimization algorithms are well-suited for expensive discrete problems
Rickard Karlsson, Laurens Bliek, Sicco Verwer +1
One method to solve expensive black-box optimization problems is to use a surrogate model that approximates the objective based on previous observed evaluations. The surrogate, whi…
Train Unit Shunting and Servicing: a Real-Life Application of Multi-Agent Path Finding
Jesse Mulderij, Bob Huisman, Denise Tönissen +2
In between transportation services, trains are parked and maintained at shunting yards. The conflict-free routing of trains to and on these yards and the scheduling of service and…
Towards Decision Support in Reciprocation
Gleb Polevoy, Mathijs de Weerdt, Catholijn Jonker
People often interact repeatedly: with relatives, through file sharing, in politics, etc. Many such interactions are reciprocal: reacting to the actions of the other. In order to f…