Simon Vanneste

26 papers C 2Journal 13Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Learning to communicate using a communication critic and counterfactual reasoning. Neural Comput. Appl. Simon Vanneste, Astrid Vanneste, Kevin Mets, Tom De Schepper, Ali Anwar, Siegfried Mercelis, Peter Hellinckx
2023	J	`jnl`	An In-Depth Analysis of Discretization Methods for Communication Learning using Backpropagation with Multi-Agent Reinforcement Learning. CoRR Astrid Vanneste, Simon Vanneste, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx
2023	—	`conf`	Multi-Agent Counterfactual Communication Using Difference Rewards Policy Gradients. BNAIC/BENELEARN Simon Vanneste, Astrid Vanneste, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx, Kevin Mets
2023	J	`jnl`	Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways. CoRR Astrid Vanneste, Simon Vanneste, Olivier Vasseur, Robin Janssens, Mattias Billast, Ali Anwar, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx
2023	J	`jnl`	Scalability of Message Encoding Techniques for Continuous Communication Learned with Multi-Agent Reinforcement Learning. CoRR Astrid Vanneste, Thomas Somers, Simon Vanneste, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx
2022	J	`jnl`	An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning. CoRR Astrid Vanneste, Simon Vanneste, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Steven Latré, Peter Hellinckx
2022	—	`conf`	Autonomous Navigation Using Model-Based Reinforcement Learning. 3PGCIC Siemen Herremans, Jens de Hoog, Simon Vanneste, Dieter Balemans, Ali Anwar, Siegfried Mercelis, Peter Hellinckx
2022	C	`conf`	Object Detection To Enable Autonomous Vessels On European Inland Waterways. IECON Mattias Billast, Robin Janssens, Astrid Vanneste, Simon Vanneste, Olivier Vasseur, Ali Anwar, Kevin Mets, Tom De Schepper, José Oramas, Steven Latré, Peter Hellinckx
2022	C	`conf`	Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways. IECON Astrid Vanneste, Simon Vanneste, Olivier Vasseur, Robin Janssens, Mattias Billast, Ali Anwar, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx
2021	—	`conf`	Learning to Communicate with Reinforcement Learning for an Adaptive Traffic Control System. 3PGCIC Simon Vanneste, Gauthier de Borrekens, Stig Bosmans, Astrid Vanneste, Kevin Mets, Siegfried Mercelis, Steven Latré, Peter Hellinckx
2021	J	`jnl`	Learning to Communicate with Reinforcement Learning for an Adaptive Traffic Control System. CoRR Simon Vanneste, Gauthier de Borrekens, Stig Bosmans, Astrid Vanneste, Kevin Mets, Siegfried Mercelis, Steven Latré, Peter Hellinckx
2021	J	`jnl`	Mixed Cooperative-Competitive Communication Using Multi-Agent Reinforcement Learning. CoRR Astrid Vanneste, Wesley Van Wijnsberghe, Simon Vanneste, Kevin Mets, Siegfried Mercelis, Steven Latré, Peter Hellinckx
2021	—	`conf`	Mixed Cooperative-Competitive Communication Using Multi-agent Reinforcement Learning. 3PGCIC Astrid Vanneste, Wesley Van Wijnsberghe, Simon Vanneste, Kevin Mets, Siegfried Mercelis, Steven Latré, Peter Hellinckx
2021	—	`conf`	Transfer Learning in Autonomous Driving Using Real-World Samples. 3PGCIC Arne Troch, Jens de Hoog, Simon Vanneste, Dieter Balemans, Steven Latré, Peter Hellinckx
2021	J	`jnl`	Vehicular Communication Management Framework: A Flexible Hybrid Connectivity Platform for CCAM Services. Future Internet Dries Naudts, Vasilis Maglogiannis, Seilendria A. Hadiwardoyo, Daniel van den Akker, Simon Vanneste, Siegfried Mercelis, Peter Hellinckx, Bart Lannoo, Johann Marquez-Barja, Ingrid Moerman
2020	J	`jnl`	DUST Initializr - Graph-based platform for designing modules and applications in the revised DUST framework. Internet Things Thomas Huybrechts, Reinout Eyckerman, Raf Van den Langenbergh, Simon Vanneste, Siegfried Mercelis, Peter Hellinckx
2020	J	`jnl`	Designing resource-constrained neural networks using neural architecture search targeting embedded devices. Internet Things Amber Cassimon, Simon Vanneste, Stig Bosmans, Siegfried Mercelis, Peter Hellinckx
2020	J	`jnl`	Learning to Communicate Using Counterfactual Reasoning. CoRR Simon Vanneste, Astrid Vanneste, Siegfried Mercelis, Peter Hellinckx
2020	J	`jnl`	Resource efficient sensor fusion by knowledge-based network pruning. Internet Things Dieter Balemans, Wim Casteels, Simon Vanneste, Jens de Hoog, Siegfried Mercelis, Peter Hellinckx
2019	—	`conf`	DUST Initializr - CAD Drawing Platform for Designing Modules and Applications in the DUST Framework. 3PGCIC Thomas Huybrechts, Simon Vanneste, Reinout Eyckerman, Jens de Hoog, Siegfried Mercelis, Peter Hellinckx
2019	J	`jnl`	Distributed Uniform Streaming Framework: An Elastic Fog Computing Platform for Event Stream Processing and Platform Transparency. Future Internet Simon Vanneste, Jens de Hoog, Thomas Huybrechts, Stig Bosmans, Reinout Eyckerman, Muddsair Sharif, Siegfried Mercelis, Peter Hellinckx
2019	—	`conf`	Learning to Communicate with Multi-agent Reinforcement Learning Using Value-Decomposition Networks. 3PGCIC Simon Vanneste, Astrid Vanneste, Stig Bosmans, Siegfried Mercelis, Peter Hellinckx
2019	—	`conf`	LiDAR and Camera Sensor Fusion for 2D and 3D Object Detection. 3PGCIC Dieter Balemans, Simon Vanneste, Jens de Hoog, Siegfried Mercelis, Peter Hellinckx
2019	—	`conf`	Using Neural Architecture Search to Optimize Neural Networks for Embedded Devices. 3PGCIC Amber Cassimon, Simon Vanneste, Stig Bosmans, Siegfried Mercelis, Peter Hellinckx
2018	—	`conf`	Distributed Uniform Streaming Framework: Towards an Elastic Fog Computing Platform for Event Stream Processing. 3PGCIC Simon Vanneste, Jens de Hoog, Thomas Huybrechts, Stig Bosmans, Muddsair Sharif, Siegfried Mercelis, Peter Hellinckx
2014	—	`conf`	3DVFH+: Real-Time Three-Dimensional Obstacle Avoidance Using an Octomap. MORSE@STAF Simon Vanneste, Ben Bellekens, Maarten Weyn