Onderzoeksoutput per jaar
Onderzoeksoutput per jaar
Vingerafdruk
Verdiep u in de onderzoeksgebieden waarop Mathieu Reymond actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
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Divide and conquer: Provably unveiling the pareto front with multi-objective reinforcement learning
Röpke, W., Reymond, M., Mannion, P., Roijers, D. M., Nowe, A. & Radulescu, R., 2025, Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2025. Vorobeychik, Y., Das, S. & Nowe, A. (reds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), blz. 1774-1783 10 blz. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).Onderzoeksoutput: Conference paper
Open Access4 Citaten (Scopus) -
Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning
Reymond, M., Hayes, C. F., Willem, L., Radulescu, R., Abrams , S., Roijers, D. M., Howley, E., Mannion, P., Hens, N., Nowe, A. & Libin, P., 1 sep. 2024, In: Expert Systems with Applications. 249, Part C, 2024, 123686, 13 blz., 123686.Onderzoeksoutput: Article › peer review
Open AccessBestand13 Citaten (Scopus)7 Downloads (Pure) -
Interactively Learning the User’s Utility for Best-Arm Identification in Multi-Objective Multi-Armed Bandits
Reymond, M., Bargiacchi, E., Roijers, D. M. & Nowe, A., 6 mei 2024, Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2024). Alechina , N., Dignum, V., Dastani, M. & Sichman, J. S. (reds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), blz. 1611-1620 10 blz. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems).Onderzoeksoutput: Conference paper
Open Access -
A Brief Guide to Multi-Objective Reinforcement Learning and Planning: JAAMAS Track
Hayes, C. F., Radulescu, R., Bargiacchi, E., Källström, J., Macfarlane, M., Reymond, M., Verstraeten, T., Zintgraf, L., Dazeley, R., Heintz, F., Howley, E., Irissappane, A. A., Mannion, P., Nowe, A., De Oliveira Ramos, G., Restelli, M., Vamplew, P. & Roijers, D. M., mei 2023, The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2023-May. blz. 1988-1990 3 blz. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).Onderzoeksoutput: Conference paper
Open Access5 Citaten (Scopus) -
Actor-critic multi-objective reinforcement learning for non-linear utility functions
Reymond, M., Hayes, C. F., Steckelmacher, D., Roijers, D. M. & Nowe, A., 23 apr. 2023, In: Autonomous Agents and Multi-Agent Systems. 37, 2, 30 blz., 23.Onderzoeksoutput: Article › peer review
Open AccessBestand35 Citaten (Scopus)897 Downloads (Pure)
Activiteiten
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The 21th International Conference on Autonomous Agents and Multiagent Systems
Reymond, M. (Participant)
9 mei 2022 → 13 mei 2022Activiteit: Participation in conference
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The 10th International Conference on Learning Representations
Reymond, M. (Participant)
25 apr. 2022 → 29 mei 2022Activiteit: Participation in conference
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Pareto Conditioned Networks
Reymond, M. (Speaker)
9 mei 2022 → 10 mei 2022Activiteit: Talk or presentation at a conference
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BNAIC/BeNeLearn 2022
Reymond, M. (Participant)
7 nov. 2022 → 9 nov. 2022Activiteit: Participation in conference
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Meeting of the joint research group AIST VUB-UGent
Reymond, M. (Participant)
21 dec. 2022Activiteit: Participation in workshop, seminar