1 citations · 1 across the 1 of their papers we have counts for
3 papers
Explainable AI improves task performance in human-AI collaboration
Julian Senoner, Simon Schallmoser, Bernhard Kratzwald +2
Artificial intelligence (AI) provides considerable opportunities to assist human work. However, one crucial challenge of human-AI collaboration is that many AI algorithms operate i…
Using Reinforcement Learning for the Three-Dimensional Loading Capacitated Vehicle Routing Problem
Stefan Schoepf, Stephen Mak, Julian Senoner +3
Heavy goods vehicles are vital backbones of the supply chain delivery system but also contribute significantly to carbon emissions with only 60% loading efficiency in the United Ki…
Addressing distributional shifts in operations management: The case of order fulfillment in customized production
Julian Senoner, Bernhard Kratzwald, Milan Kuzmanovic +2
To meet order fulfillment targets, manufacturers seek to optimize production schedules. Machine learning can support this objective by predicting throughput times on production lin…