4 papers
Intelligent Road Condition Monitoring using 3D In-Air SONAR Sensing
Amber Cassimon, Robin Kerstens, Walter Daems +1
In this paper, we investigate the capabilities of in-air 3D SONAR sensors for the monitoring of road surface conditions. Concretely, we consider two applications: Road material cla…
Task Adaptation of Reinforcement Learning-based NAS Agents through Transfer Learning
Amber Cassimon, Siegfried Mercelis, Kevin Mets
Recently, a novel paradigm has been proposed for reinforcement learning-based NAS agents, that revolves around the incremental improvement of a given architecture. We assess the ab…
Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Search
Amber Cassimon, Phil Reiter, Siegfried Mercelis +1
This paper showcases the use of a reinforcement learning-based Neural Architecture Search (NAS) agent to design a small neural network to perform active fire detection on multispec…
Scalable Reinforcement Learning-based Neural Architecture Search
Amber Cassimon, Siegfried Mercelis, Kevin Mets
In this publication, we assess the ability of a novel Reinforcement Learning-based solution to the problem of Neural Architecture Search, where a Reinforcement Learning (RL) agent…