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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Research output
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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 Sep 2024, In: Expert Systems with Applications. 249, Part C, 2024, 123686, 123686.Research output: Contribution to journal › Article › peer-review
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 › Research
Open Access -
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 AccessFile7 Citations (Scopus)111 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 AccessFile40 Downloads (Pure) -
WAE-PCN: Wasserstein-autoencoded Pareto Conditioned Networks
Delgrange, F., Reymond, M., Nowe, A. & Pérez, G. A., 29 May 2023, Proc. of the Adaptive and Learning Agents Workshop (ALA 2023). Cruz, F., Hayes, C. F., Wang, C. & Yates, C. (eds.). 15 ed. London, UK, Vol. https://alaworkshop2023.github.io/. p. 1-7 7 p. 42Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
Open AccessFile122 Downloads (Pure)
Activities
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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 21th International Conference on Autonomous Agents and Multiagent Systems
Mathieu Reymond (Participant)
9 May 2022 → 13 May 2022Activity: Participating in or organising an event › Participation in 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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21st European Conference on Computational Biology
Mathieu Reymond (Participant)
18 Sep 2022 → 21 Sep 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