Kevin Mets

Orcid: 0000-0002-4812-4841

According to our database1, Kevin Mets authored at least 37 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Benchmarking Sensitivity of Continual Graph Learning for Skeleton-Based Action Recognition.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Unsupervised Domain Adaptation for Human Pose Action Recognition.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Physical Ergonomics Anticipation with Human Motion Prediction.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
An In-Depth Analysis of Discretization Methods for Communication Learning using Backpropagation with Multi-Agent Reinforcement Learning.
CoRR, 2023

Scalability of Message Encoding Techniques for Continuous Communication Learned with Multi-Agent Reinforcement Learning.
CoRR, 2023

Human Motion Prediction on the IKEA-ASM Dataset.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023


Towards graph-based forecasting with attention for real-world restaurant sales.
Proceedings of the IEEE International Conference on Data Mining, 2023

2022
Hierarchical Reinforcement Learning: A Survey and Open Research Challenges.
Mach. Learn. Knowl. Extr., 2022

Structured Exploration Through Instruction Enhancement for Object Navigation.
CoRR, 2022

An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning.
CoRR, 2022

Deep Set Conditioned Latent Representations for Action Recognition.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways.
Proceedings of the IECON 2022, 2022

Object Detection To Enable Autonomous Vessels On European Inland Waterways.
Proceedings of the IECON 2022, 2022

On-device Deep Learning Location Category Inference Model.
Proceedings of the Artificial Intelligence and Machine Learning, 2022

2021
ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs.
Sensors, 2021

Low Cost Player Tracking in Field Hockey.
Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2021

Disagreement Options: Task Adaptation Through Temporally Extended Actions.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Task Independent Capsule-Based Agents for Deep Q-Learning.
Proceedings of the Artificial Intelligence and Machine Learning, 2021

Object Detection with Semi-supervised Adversarial Domain Adaptation for Real-Time Edge Devices.
Proceedings of the Artificial Intelligence and Machine Learning, 2021

Mixed Cooperative-Competitive Communication Using Multi-agent Reinforcement Learning.
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2021

Learning to Communicate with Reinforcement Learning for an Adaptive Traffic Control System.
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2021

2020
Pre-trained Word Embeddings for Goal-conditional Transfer Learning in Reinforcement Learning.
CoRR, 2020

Language Grounded Task-Adaptation in Reinforcement Learning.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019
Fast Task-Adaptation for Tasks Labeled Using Natural Language in Reinforcement Learning.
CoRR, 2019

HTMRL: Biologically Plausible Reinforcement Learning with Hierarchical Temporal Memory.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2016
Two-Stage Load Pattern Clustering Using Fast Wavelet Transformation.
IEEE Trans. Smart Grid, 2016

2014
Combining Power and Communication Network Simulation for Cost-Effective Smart Grid Analysis.
IEEE Commun. Surv. Tutorials, 2014

2013
Design of a management infrastructure for smart grid pilot data processing and analysis.
Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

2012
Comparison of intelligent charging algorithms for electric vehicles to reduce peak load and demand variability in a distribution grid.
J. Commun. Networks, 2012

Distributed smart charging of electric vehicles for balancing wind energy.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Design and evaluation of an architecture for future smart grid service provisioning.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Distributed multi-agent algorithm for residential energy management in smart grids.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Infrastructure for collaborating data-researchers in a Smart Grid pilot.
Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012

2011
Assessment and mitigation of voltage violations by solar panels in a residential distribution grid.
Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

Integrated simulation of power and communication networks for smart grid applications.
Proceedings of the 16th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2011

Design and implementation of a simulation environment for network virtualization.
Proceedings of the 16th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2011


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