Projects per year
Personal profile
Education/Academic qualification
Artificial Intelligence, PhD, University of Amsterdam
Award Date: 24 May 2016
External positions
Senior Lecturer, Utrecht University of Applied Sciences
1 Sep 2019 → …
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Dive into the research topics where Diederik M. Roijers 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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FWOTM836: Learning with guarantees in multiple decision problems
1/10/16 → 1/03/18
Project: Fundamental
Research output
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Adaptive Learning and Optimization in Multi-Objective Route Planning Based on User Preferences
Speziali, P., Asadi, M., Roijers, D. M. & Nowe, A., 2024, (Unpublished).Research output: Unpublished contribution to conference › Poster
File6 Downloads (Pure) -
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 p., 123686.Research output: Contribution to journal › Article › peer-review
Open Access3 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 › Research
Open Access -
Model-Based Reinforcement Learning in Multi-Objective Environments with a Distributional Critic
Röpke, W., Roijers, D. M., Nowé, A., Radulescu, R. & Baier, H., Oct 2024.Research output: Unpublished contribution to conference › Unpublished paper
Open Access -
The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models: Extended Abstract
Avalos, R., Delgrange, F., Nowe, A., Pérez, G. A. & Roijers, D. M., 18 Nov 2024.Research output: Unpublished contribution to conference › Unpublished abstract
Open Access
Prizes
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ALA best paper award
Roijers, Diederik M. (Recipient), Zintgraf, L. (Recipient), Libin, Pieter (Recipient) & Nowe, Ann (Recipient), May 2018
Prize: National/international honour
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BNAIC SKBS Best Demo Award
Steckelmacher, Denis (Recipient), Plisnier, Helene (Recipient), Roijers, Diederik M. (Recipient) & Nowe, Ann (Recipient), 9 Nov 2017
Prize: Prize (including medals and awards)
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BNVKI Best Thesis Abstract Award
Abels, Axel (Recipient), Roijers, Diederik M. (Recipient) & Lenaerts, Tom (Recipient), Nov 2018
Prize: Prize (including medals and awards)
Activities
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Adaptive and Learning Agents Workshop 2021
Roxana-Teodora Radulescu (Organiser) & Diederik M. Roijers (Organiser)
3 May 2021 → 4 May 2021Activity: Participating in or organising an event › Participating in or organizing an event at an external academic organisation
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Autonomous Agents and Multi-Agent Systems (Journal)
Diederik M. Roijers (Editor), Patrick Mannion (Editor), Peter Vamplew (Editor) & Richard Dazeley (Editor)
1 Jun 2020 → 2022Activity: Publication peer-review and editorial work › Editorial activity
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Multi-objective decision making: why, how, and what now?
Diederik Roijers (Speaker)
10 May 2020Activity: Talk or presentation › Talk or presentation at a conference
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Boundary Focused Thompson sampling
Pieter Libin (Speaker), Timothy Verstraeten (Contributor), Diederik Roijers (Contributor), Wenjia Wang (Contributor), Kristof Theys (Contributor) & Ann Nowe (Contributor)
14 May 2019Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Multi-Objective Decision Making with OLS and Reuse
Diederik Roijers (Speaker)
17 Aug 2017Activity: Talk or presentation › Talk at an external academic organisation