Browsing by Author "Mets, Kevin"
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Publication ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs
Journal article2021, SENSORS, (21) 13, p.4321Publication Benchmarking sensitivity of continual graph learning for skeleton-based action recognition
Proceedings paper2024, VISIGRAPP 2024 : Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 27-29 February 2024, p.639-651Publication Dataset Condensation with Latent Quantile Matching
Proceedings paper2024, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, June 17-18 2024, p.7703-7712Publication Deep Set Conditioned Latent Representations for Action Recognition
Proceedings paper2022, 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) / 17th International Conference on Computer Vision Theory and Applications (VISAPP), FEB 06-08, 2022, p.456-466Publication Directed Real-World Learned Exploration
Proceedings paper2023, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), OCT 01-05, 2023, p.5227-5234Publication Disagreement Options: Task Adaptation Through Temporally Extended Actions
Proceedings paper2021, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), SEP 13-17, 2021, p.190-205Publication Feasibility of 100% renewable energy-based electricity production for cities with storage and flexibility
Journal article2019-04, Renewable Energy, 134, p.698-702Publication Hierarchical Reinforcement Learning: A Survey and Open Research Challenges
Journal article2022, MACHINE LEARNING AND KNOWLEDGE EXTRACTION, (4) 1, p.172-221Publication HTMRL: biologically plausible reinforcement learning with hierarchical temporal memory
Meeting abstract2020, 28th Belgian Dutch Conference on Machine Learning, 6/11/2020Publication Language grounded task-adaptation in reinforcement learning
Proceedings paper2020, 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2/10/2020, p.315-320Publication Learning intrinsically motivated options to stimulate policy exploration
Proceedings paper2020, 4th Lifelong Machine Learning Workshop at ICML 2020, 18/07/2020, p.1Publication Learning to Communicate with Reinforcement Learning for an Adaptive Traffic Control System
Proceedings paper2022, 16th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC), OCT 28-30, 2021, p.207-216Publication Low cost player tracking in field hockey
Proceedings paper2021, 8th Workshop on Machine Learning and Data Mining for Sports Analytics - MLSA, 13-17, September 2021, p.1-13Publication Mixed Cooperative-Competitive Communication Using Multi-agent Reinforcement Learning
Proceedings paper2022, 16th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC), OCT 28-30, 2021, p.197-206Publication Physical ergonomics anticipation with human motion prediction
Proceedings paper2024, VISIGRAPP 2024 : proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, February 27-29, 2024, p.539 (Volume 4)-548 (Volume 4)Publication Policy Compression for Low-Power Intelligent Scaling in Software-Based Network Architectures
Proceedings paper2024, IEEE/IFIP Network Operations and Management Symposium (NOMS), MAY 06-10, 2024Publication Pre-trained word embeddings for goal-conditional transfer learning in reinforcement learning
Proceedings paper2020, Language in Reinforcement Learning ICML 2020 Workshop, 18/07/2020Publication Towards graph-based forecasting with attention for real-world restaurant sales
Proceedings paper2023, 23rd IEEE International Conference on Data Mining (IEEE ICDM), DEC 01-04, 2023, p.560-569Publication Unsupervised domain adaptation for human pose action recognition
Proceedings paper2024, VISIGRAPP 2024 : Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, February 27-29, 2024, p.837 (Volume 2)-844 (Volume 2)