Résultats de recherche auteurs

1

Robust Model-Based Reinforcement Learning with an Adversarial Auxiliary Model Autoría: Herremans, Siemen, Anwar, Ali, Mercelis, Siegfried

Publié 2024

Fuente: arXiv

Tipo de material: Preprint

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Multiple data sources and domain generalization learning method for road surface defect classification Autoría: Trinh, Linh, Anwar, Ali, Mercelis, Siegfried

Publié 2024

Fuente: arXiv

Tipo de material: Preprint

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Data selection method for assessment of autonomous vehicles Autoría: Trinh, Linh, Anwar, Ali, Mercelis, Siegfried

Publié 2024

Fuente: arXiv

Tipo de material: Preprint

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Improving classification of road surface conditions via road area extraction and contrastive learning Autoría: Trinh, Linh, Anwar, Ali, Mercelis, Siegfried

Publié 2024

Fuente: arXiv

Tipo de material: Preprint

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Scalable Reinforcement Learning-based Neural Architecture Search Autoría: Cassimon, Amber, Mercelis, Siegfried, Mets, Kevin

Publié 2024

Fuente: arXiv

Tipo de material: Preprint

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Evaluating Robustness of Reinforcement Learning Algorithms for Autonomous Shipping Autoría: Lesy, Bavo, Anwar, Ali, Mercelis, Siegfried

Publié 2024

Fuente: arXiv

Tipo de material: Preprint

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Task Adaptation of Reinforcement Learning-based NAS Agents through Transfer Learning Autoría: Cassimon, Amber, Mercelis, Siegfried, Mets, Kevin

Publié 2024

Fuente: arXiv

Tipo de material: Preprint

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A comprehensive review of datasets and deep learning techniques for vision in Unmanned Surface Vehicles Autoría: Trinh, Linh, Mercelis, Siegfried, Anwar, Ali

Publié 2024

Fuente: arXiv

Tipo de material: Preprint

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A Hybrid Inductive-Transductive Network for Traffic Flow Imputation on Unsampled Locations Autoría: Rahimiasl, Mohammadmahdi, Vanderhoydonc, Ynte, Mercelis, Siegfried

Publié 2025

Fuente: arXiv

Tipo de material: Preprint

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Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Search Autoría: Cassimon, Amber, Reiter, Phil, Mercelis, Siegfried, Mets, Kevin

Publié 2024

Fuente: arXiv

Tipo de material: Preprint

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LiDAR-BIND-T: Improved and Temporally Consistent Sensor Modality Translation and Fusion for Robotic Applications Autoría: Balemans, Niels, Anwar, Ali, Steckel, Jan, Mercelis, Siegfried

Publié 2025

Fuente: arXiv

Tipo de material: Preprint

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Resource-Aware Neural Network Pruning Using Graph-based Reinforcement Learning Autoría: Balemans, Dieter, Huybrechts, Thomas, Steckel, Jan, Mercelis, Siegfried

Publié 2025

Fuente: arXiv

Tipo de material: Preprint

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PAPN: Proximity Attention Encoder and Pointer Network Decoder for Parcel Pickup Route Prediction Autoría: Denis, Hansi, Anwar, Ali, Luong, Ngoc-Quang, Mercelis, Siegfried

Publié 2025

Fuente: arXiv

Tipo de material: Preprint

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14

A Review of the Deep Sea Treasure problem as a Multi-Objective Reinforcement Learning Benchmark Autoría: Cassimon, Amber, Eyckerman, Reinout, Mercelis, Siegfried, Latré, Steven, Hellinckx, Peter

Publié 2021

Fuente: arXiv

Tipo de material: Preprint

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15

ASVSim (AirSim for Surface Vehicles): A High-Fidelity Simulation Framework for Autonomous Surface Vehicle Research Autoría: Lesy, Bavo, Herremans, Siemen, Kerstens, Robin, Steckel, Jan, Daems, Walter, Mercelis, Siegfried, Anwar, Ali

Publié 2025

Fuente: arXiv

Tipo de material: Preprint

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Robust Model-Based Reinforcement Learning with an Adversarial Auxiliary Model Autoría: Herremans, Siemen, Anwar, Ali, Mercelis, Siegfried

Multiple data sources and domain generalization learning method for road surface defect classification Autoría: Trinh, Linh, Anwar, Ali, Mercelis, Siegfried

Data selection method for assessment of autonomous vehicles Autoría: Trinh, Linh, Anwar, Ali, Mercelis, Siegfried

Improving classification of road surface conditions via road area extraction and contrastive learning Autoría: Trinh, Linh, Anwar, Ali, Mercelis, Siegfried

Scalable Reinforcement Learning-based Neural Architecture Search Autoría: Cassimon, Amber, Mercelis, Siegfried, Mets, Kevin

Evaluating Robustness of Reinforcement Learning Algorithms for Autonomous Shipping Autoría: Lesy, Bavo, Anwar, Ali, Mercelis, Siegfried

Task Adaptation of Reinforcement Learning-based NAS Agents through Transfer Learning Autoría: Cassimon, Amber, Mercelis, Siegfried, Mets, Kevin

A comprehensive review of datasets and deep learning techniques for vision in Unmanned Surface Vehicles Autoría: Trinh, Linh, Mercelis, Siegfried, Anwar, Ali

A Hybrid Inductive-Transductive Network for Traffic Flow Imputation on Unsampled Locations Autoría: Rahimiasl, Mohammadmahdi, Vanderhoydonc, Ynte, Mercelis, Siegfried

Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Search Autoría: Cassimon, Amber, Reiter, Phil, Mercelis, Siegfried, Mets, Kevin

LiDAR-BIND-T: Improved and Temporally Consistent Sensor Modality Translation and Fusion for Robotic Applications Autoría: Balemans, Niels, Anwar, Ali, Steckel, Jan, Mercelis, Siegfried

Resource-Aware Neural Network Pruning Using Graph-based Reinforcement Learning Autoría: Balemans, Dieter, Huybrechts, Thomas, Steckel, Jan, Mercelis, Siegfried

PAPN: Proximity Attention Encoder and Pointer Network Decoder for Parcel Pickup Route Prediction Autoría: Denis, Hansi, Anwar, Ali, Luong, Ngoc-Quang, Mercelis, Siegfried

A Review of the Deep Sea Treasure problem as a Multi-Objective Reinforcement Learning Benchmark Autoría: Cassimon, Amber, Eyckerman, Reinout, Mercelis, Siegfried, Latré, Steven, Hellinckx, Peter

ASVSim (AirSim for Surface Vehicles): A High-Fidelity Simulation Framework for Autonomous Surface Vehicle Research Autoría: Lesy, Bavo, Herremans, Siemen, Kerstens, Robin, Steckel, Jan, Daems, Walter, Mercelis, Siegfried, Anwar, Ali

Résultats de la recherche - Mercelis, Siegfried

Robust Model-Based Reinforcement Learning with an Adversarial Auxiliary Model Autoría: Herremans, Siemen, Anwar, Ali, Mercelis, Siegfried

Multiple data sources and domain generalization learning method for road surface defect classification Autoría: Trinh, Linh, Anwar, Ali, Mercelis, Siegfried

Data selection method for assessment of autonomous vehicles Autoría: Trinh, Linh, Anwar, Ali, Mercelis, Siegfried

Improving classification of road surface conditions via road area extraction and contrastive learning Autoría: Trinh, Linh, Anwar, Ali, Mercelis, Siegfried

Scalable Reinforcement Learning-based Neural Architecture Search Autoría: Cassimon, Amber, Mercelis, Siegfried, Mets, Kevin

Evaluating Robustness of Reinforcement Learning Algorithms for Autonomous Shipping Autoría: Lesy, Bavo, Anwar, Ali, Mercelis, Siegfried

Task Adaptation of Reinforcement Learning-based NAS Agents through Transfer Learning Autoría: Cassimon, Amber, Mercelis, Siegfried, Mets, Kevin

A comprehensive review of datasets and deep learning techniques for vision in Unmanned Surface Vehicles Autoría: Trinh, Linh, Mercelis, Siegfried, Anwar, Ali

A Hybrid Inductive-Transductive Network for Traffic Flow Imputation on Unsampled Locations Autoría: Rahimiasl, Mohammadmahdi, Vanderhoydonc, Ynte, Mercelis, Siegfried

Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Search Autoría: Cassimon, Amber, Reiter, Phil, Mercelis, Siegfried, Mets, Kevin

LiDAR-BIND-T: Improved and Temporally Consistent Sensor Modality Translation and Fusion for Robotic Applications Autoría: Balemans, Niels, Anwar, Ali, Steckel, Jan, Mercelis, Siegfried

Resource-Aware Neural Network Pruning Using Graph-based Reinforcement Learning Autoría: Balemans, Dieter, Huybrechts, Thomas, Steckel, Jan, Mercelis, Siegfried

PAPN: Proximity Attention Encoder and Pointer Network Decoder for Parcel Pickup Route Prediction Autoría: Denis, Hansi, Anwar, Ali, Luong, Ngoc-Quang, Mercelis, Siegfried

A Review of the Deep Sea Treasure problem as a Multi-Objective Reinforcement Learning Benchmark Autoría: Cassimon, Amber, Eyckerman, Reinout, Mercelis, Siegfried, Latré, Steven, Hellinckx, Peter

ASVSim (AirSim for Surface Vehicles): A High-Fidelity Simulation Framework for Autonomous Surface Vehicle Research Autoría: Lesy, Bavo, Herremans, Siemen, Kerstens, Robin, Steckel, Jan, Daems, Walter, Mercelis, Siegfried, Anwar, Ali

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