44 citations · 98 across the 11 of their papers we have counts for
4 papers · 1 filter
Fleet Control using Coregionalized Gaussian Process Policy Iteration
Timothy Verstraeten, Pieter JK Libin, Ann Nowé
In many settings, as for example wind farms, multiple machines are instantiated to perform the same task, which is called a fleet. The recent advances with respect to the Internet…
Multi-Agent Thompson Sampling for Bandit Applications with Sparse Neighbourhood Structures
Timothy Verstraeten, Eugenio Bargiacchi, Pieter JK Libin +3
Multi-agent coordination is prevalent in many real-world applications. However, such coordination is challenging due to its combinatorial nature. An important observation in this r…
IPC-Net: 3D point-cloud segmentation using deep inter-point convolutional layers
Felipe Gomez Marulanda, Pieter Libin, Timothy Verstraeten +1
Over the last decade, the demand for better segmentation and classification algorithms in 3D spaces has significantly grown due to the popularity of new 3D sensor technologies and…
Fleetwide data-enabled reliability improvement of wind turbines
Timothy Verstraeten, Ann Nowe, Jonathan Keller +3
Wind farms are an indispensable driver toward renewable and nonpolluting energy resources. However, as ideal sites are limited, placement in remote and challenging locations result…