Projects per year
Personal profile
Education/Academic qualification
Artificial Intelligence, PhD, University of Amsterdam
External positions
Senior Lecturer, Utrecht University of Applied Sciences
1 Sep 2019 → …Fingerprint
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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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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Communication Strategies in Multi-Objective Normal-Form Games
Röpke, W., Radulescu, R., Roijers, D. M. & Nowe, A., 3 May 2021. 9 p.Research output: Unpublished contribution to conference › Unpublished paper
Open AccessFile2 Downloads (Pure) -
Cooperative Prioritized Sweeping
Bargiacchi, E., Verstraeten, T. & Roijers, D. M., 2021, Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2021. IFAAMAS, p. 160-168 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open AccessFile -
Deep Learning-Based Energy Disaggregation and On/Off Detection of Household Appliances
Jiang, J., Kong, Q., Plumbley, M. D., Gilbert, N., Hoogendoorn, M. & Roijers, D. M., Apr 2021, In : ACM Transactions on Knowledge Discovery from Data. 15, 3, 50.Research output: Contribution to journal › Article
Open Access -
Distributional Monte Carlo Tree Search for Risk-Aware and Multi-Objective Reinforcement Learning
Hayes, C. F., Reymond, M., Roijers, D. M., Howley, E. & Mannion, P., 3 May 2021, The 20th International Conference on Autonomous Agents and Multiagent Systems. p. 1518-1520 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
On Following Pareto-Optimal Policies in Multi-Objective Planning and Reinforcement Learning
Roijers, D. M., Röpke, W., Nowe, A. & Radulescu, R., 14 Jul 2021. 8 p.Research output: Unpublished contribution to conference › Unpublished paper
Open AccessFile6 Downloads (Pure)
Prizes
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ALA best paper award
Diederik Roijers (Recipient), Luisa Zintgraf (Recipient), Pieter Libin (Recipient) & Ann Nowe (Recipient), May 2018
Prize: National/international honour
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BNAIC SKBS Best Demo Award
Denis Steckelmacher (Recipient), Hélène Plisnier (Recipient), Diederik M. Roijers (Recipient) & Ann Nowé (Recipient), 9 Nov 2017
Prize: Prize (including medals and awards)
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BNVKI Best Thesis Abstract Award
Axel Abels (Recipient), Diederik M. Roijers (Recipient) & Tom Lenaerts (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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Hierarchical Reinforcement Learning for a Robotic Partially Observable Task
Denis Steckelmacher (Speaker), Helene Plisnier (Contributor), Diederik Roijers (Contributor), Ann Nowe (Contributor)8 Nov 2017Activity: Talk or presentation › Talk or presentation at a conference
Thesis
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Communication In Multi-Objective Games: A Mixed Game-Theoretic and Reinforcement Learning Approach To Multi-Objective Normal-Form Games
Author: Röpke, W., 2021Supervisor: Nowe, A. (Promotor), Roijers, D. M. (Advisor) & Radulescu, R. (Advisor)
Student thesis: Master's Thesis
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