Research output per year
Research output per year
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Dive into the research topics where Mathieu Reymond is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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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 Sept 2024, In: Expert Systems with Applications. 249, Part C, 2024, 123686, 13 p., 123686.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
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 May 2024, Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2024). Alechina, N., Dignum, V., Dastani, M. & Sichman, J. S. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1611-1620 10 p.Research output: Chapter in Book/Report/Conference proceeding › 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., May 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. p. 1988-1990 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access2 Citations (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 p., 23.Research output: Contribution to journal › Special issue › peer-review
Open AccessFile18 Citations (Scopus)348 Downloads (Pure) -
On incorporating prior knowledge about the decision maker in multi-objective reinforcement learning
Reymond, M., 2023, 166 p.Research output: Thesis › PhD Thesis
Open AccessFile87 Downloads (Pure)
Activities
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21st European Conference on Computational Biology
Mathieu Reymond (Participant)
18 Sept 2022 → 21 Sept 2022Activity: Participating in or organising an event › Participation in conference
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Pareto Conditioned Networks
Mathieu Reymond (Speaker)
9 May 2022 → 10 May 2022Activity: Talk or presentation › Talk or presentation at a conference
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Meeting of the joint research group AIST VUB-UGent
Mathieu Reymond (Participant)
21 Dec 2022Activity: Participating in or organising an event › Participation in workshop, seminar
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BNAIC/BeNeLearn 2022
Mathieu Reymond (Participant)
7 Nov 2022 → 9 Nov 2022Activity: Participating in or organising an event › Participation in conference
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The 10th International Conference on Learning Representations
Mathieu Reymond (Participant)
25 Apr 2022 → 29 May 2022Activity: Participating in or organising an event › Participation in conference