Scalability of Message Encoding Techniques for Continuous Communication Learned with Multi-Agent Reinforcement Learning
Vanneste, Astrid, Somers, Thomas, Vanneste, Simon, Mets, Kevin, De Schepper, Tom, Mercelis, Siegfried, Hellinckx, Peter
Year of Publication 09.08.2023
Year of Publication 09.08.2023
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Journal Article
An In-Depth Analysis of Discretization Methods for Communication Learning using Backpropagation with Multi-Agent Reinforcement Learning
Vanneste, Astrid, Vanneste, Simon, Mets, Kevin, De Schepper, Tom, Mercelis, Siegfried, Hellinckx, Peter
Year of Publication 09.08.2023
Year of Publication 09.08.2023
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Journal Article
An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning
Vanneste, Astrid, Vanneste, Simon, Mets, Kevin, De Schepper, Tom, Mercelis, Siegfried, Latré, Steven, Hellinckx, Peter
Year of Publication 12.04.2022
Year of Publication 12.04.2022
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Journal Article
Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways
Vanneste, Astrid, Vanneste, Simon, Vasseur, Olivier, Janssens, Robin, Billast, Mattias, Anwar, Ali, Mets, Kevin, De Schepper, Tom, Mercelis, Siegfried, Hellinckx, Peter
Published in arXiv.org (16.11.2023)
Published in arXiv.org (16.11.2023)
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Paper
Journal Article
Safety Aware Autonomous Path Planning Using Model Predictive Reinforcement Learning for Inland Waterways
Vanneste, Astrid, Vanneste, Simon, Vasseur, Olivier, Janssens, Robin, Billast, Mattias, Anwar, Ali, Mets, Kevin, De Schepper, Tom, Mercelis, Siegfried, Hellinckx, Peter
Published in IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society (17.10.2022)
Published in IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society (17.10.2022)
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Conference Proceeding
Object Detection To Enable Autonomous Vessels On European Inland Waterways
Billast, Mattias, Janssens, Robin, Vanneste, Astrid, Vanneste, Simon, Vasseur, Olivier, Anwar, Ali, Mets, Kevin, De Schepper, Tom, Oramas, Jose, Latre, Steven, Hellinckx, Peter
Published in IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society (17.10.2022)
Published in IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society (17.10.2022)
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Conference Proceeding
Learning to Communicate with Reinforcement Learning for an Adaptive Traffic Control System
Vanneste, Simon, Gauthier de Borrekens, Bosmans, Stig, Vanneste, Astrid, Mets, Kevin, Mercelis, Siegfried, Latré, Steven, Hellinckx, Peter
Published in arXiv.org (29.10.2021)
Published in arXiv.org (29.10.2021)
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Paper
Journal Article
Mixed Cooperative-Competitive Communication Using Multi-Agent Reinforcement Learning
Vanneste, Astrid, Wesley Van Wijnsberghe, Vanneste, Simon, Mets, Kevin, Mercelis, Siegfried, Latré, Steven, Hellinckx, Peter
Published in arXiv.org (29.10.2021)
Published in arXiv.org (29.10.2021)
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Paper
Journal Article
Learning to Communicate Using Counterfactual Reasoning
Vanneste, Simon, Vanneste, Astrid, Mets, Kevin, De Schepper, Tom, Anwar, Ali, Mercelis, Siegfried, Latré, Steven, Hellinckx, Peter
Year of Publication 12.06.2020
Year of Publication 12.06.2020
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Journal Article
Learning to Communicate Using Counterfactual Reasoning
Vanneste, Simon, Vanneste, Astrid, Mets, Kevin, De Schepper, Tom, Anwar, Ali, Mercelis, Siegfried, Latré, Steven, Hellinckx, Peter
Published in arXiv.org (26.04.2022)
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Published in arXiv.org (26.04.2022)
Paper