Projects per year
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Dive into the research topics where Willem Röpke 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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Projects
- 1 Finished
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FWOTM1082: Reinforcement Learning in Multi-Objective Multi-Agent Systems
Röpke, W. (Mandate) & Nowe, A. (Administrative Promotor)
1/11/21 → 31/10/25
Project: Fundamental
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Deep SPI: Safe Policy Improvement via World Models
Delgrange, F., Avalos, R. & Röpke, W., 25 Apr 2026, Deep SPI: Safe Policy Improvement via World Models. ICLR 2026 ed. Rio de Janeiro, Brazil: OpenReview.net, Vol. The Fourteenth International Conference on Learning Representations. p. 1-9 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
Preference Guided Iterated Pareto Referent Optimisation for Accessible Route Planning
Speziali, P., De Greef, A., Asadi, M., Röpke, W., Nowe, A. & Roijers, D. M., 26 May 2026, (Unpublished).Research output: Unpublished contribution to conference › Unpublished paper
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Deep SPI: Safe Policy Improvement via World Models
Delgrange, F., Avalos, R. & Röpke, W., 14 Oct 2025, ArXiv, 31 p.Research output: Working paper › Preprint
File18 Downloads (Pure) -
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. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1774-1783 10 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 Access4 Citations (Scopus) -
Integrating RL and Planning through Optimal Transport World Models
Röpke, W., Avalos, R., Radulescu, R., Nowe, A., Roijers, D. M. & Delgrange, F., 19 May 2025. 14 p.Research output: Unpublished contribution to conference › Unpublished paper
Open Access
Prizes
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PhD Fellowship fundamental research
Röpke, W. (Recipient), 8 Oct 2021
Prize: Fellowship awarded competitively
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The 16th European Workshop on Reinforcement Learning
Röpke, W. (Organiser)
14 Sept 2023 → 16 Sept 2023Activity: Participating in or organising an event › Participation in conference
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Research visit at the University of Galway in Ireland
Röpke, W. (Visitor)
14 Nov 2022 → 9 Dec 2022Activity: Other › Research and Teaching at External Organisation
Thesis
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Communication In Multi-Objective Games: A Mixed Game-Theoretic and Reinforcement Learning Approach To Multi-Objective Normal-Form Games
Röpke, W. ((PhD) Student), Nowe, A. (Promotor), Roijers, D. M. (Advisor) & Radulescu, R.-T. (Advisor), 2021Student thesis: Master's Thesis
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