2 papers
cs.LG2026
Probabilistic Physics-Aware Machine Learning Predictions of Electric Truck Energy Consumption with Field Data
Hannes Nilsson, Rafael Basso, Balázs Kulcsár +1
In this work, we incorporate first principle physics into the construction of data-driven methods by considering a model that accounts for the different sources of energy losses du…
cs.LG2024
Tree Ensembles for Contextual Bandits
Hannes Nilsson, Rikard Johansson, Niklas à kerblom +1
We propose a new framework for contextual multi-armed bandits based on tree ensembles. Our framework adapts two widely used bandit methods, Upper Confidence Bound and Thompson Samp…