| Learning to communicate using counterfactual reasoning S Vanneste, A Vanneste, K Mets, T De Schepper, A Anwar, S Mercelis, ... arXiv preprint arXiv:2006.07200, 2020 | 11 | 2020 |
| Learning to communicate with multi-agent reinforcement learning using value-decomposition networks S Vanneste, A Vanneste, S Bosmans, S Mercelis, P Hellinckx Advances on P2P, Parallel, Grid, Cloud and Internet Computing: Proceedings …, 2020 | 8 | 2020 |
| Mixed cooperative-competitive communication using multi-agent reinforcement learning A Vanneste, W Van Wijnsberghe, S Vanneste, K Mets, S Mercelis, S Latré, ... Advances on P2P, Parallel, Grid, Cloud and Internet Computing: Proceedings …, 2022 | 6 | 2022 |
| An analysis of discretization methods for communication learning with multi-agent reinforcement learning A Vanneste, S Vanneste, K Mets, T De Schepper, S Mercelis, S Latré, ... arXiv preprint arXiv:2204.05669, 2022 | 4 | 2022 |
| Safety aware autonomous path planning using model predictive reinforcement learning for inland waterways A Vanneste, S Vanneste, O Vasseur, R Janssens, M Billast, A Anwar, ... IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society …, 2022 | 2 | 2022 |
| Learning to communicate with reinforcement learning for an adaptive traffic control system S Vanneste, G de Borrekens, S Bosmans, A Vanneste, K Mets, S Mercelis, ... Advances on P2P, Parallel, Grid, Cloud and Internet Computing: Proceedings …, 2022 | 2 | 2022 |
| Distributed critics using counterfactual value decomposition in multi-agent reinforcement learning S Vanneste, A Vanneste, T De Schepper, S Mercelis, P Hellinckx, K Mets Adaptive and Learning Agents Workshop (ALA), collocated with AAMAS, 29-30 …, 2023 | 1 | 2023 |
| An In-Depth Analysis of Discretization Methods for Communication Learning using Backpropagation with Multi-Agent Reinforcement Learning A Vanneste, S Vanneste, K Mets, T De Schepper, S Mercelis, P Hellinckx arXiv preprint arXiv:2308.04938, 2023 | | 2023 |
| Multi-Agent Communication using Difference Rewards Policy Gradients S Vanneste, A Vanneste, T De Schepper, S Mercelis, P Hellinckx, K Mets BNAIC/BeNeLearn 2023: Joint International Scientific Conferences on AI and …, 2023 | | 2023 |
| Object Detection To Enable Autonomous Vessels On European Inland Waterways M Billast, R Janssens, A Vanneste, S Vanneste, O Vasseur, A Anwar, ... IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society …, 2022 | | 2022 |
| Scalability of Message Encoding Techniques for Continuous Communication Learned with Multi-Agent Reinforcement Learning A Vanneste, T Somers, S Vanneste, K Mets, T De Schepper, S Mercelis, ... | | |
