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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Network
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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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AI-toolbox: A C++ library for reinforcement learning and planning (with Python Bindings)
Bargiacchi, E., Roijers, D. M. & Nowé, A., 1 May 2020, In : Journal of Machine Learning Research. 21, 102, p. 1-12 12 p.Research output: Contribution to journal › Article
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A Utility-Based Analysis of Equilibria in Multi-Objective Normal Form Games
Radulescu, R., Mannion, P., Zhang, Y., Roijers, D. & Nowe, A., 2020, In : The Knowledge Engineering Review. 35, 21 p., e32.Research output: Contribution to journal › Article
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Avatars of a Feather Flock Together: Gender Homophily in Online Video Games Revealed via Exponential Random Graph (ERG) Modeling
Zhang, S., Bakkes, S., Roijers, D. & Spronck, P., Mar 2020, In : IEEE Transactions on Games. 12, 1, p. 86-100 15 p.Research output: Contribution to journal › Article
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Coordination of Electric Vehicle Charging through Multiagent Reinforcement Learning
da Silva, F. L., Nishida, C. E. H., Roijers, D. & Reali Costa, A. H., May 2020, In : IEEE Transactions on Smart Grid. 11, 3, p. 2347-2356 10 p.Research output: Contribution to journal › Article
5 Citations (Scopus) -
DCRAC: Deep Conditioned Recurrent Actor-Critic for Multi-Objective Partially Observable Environments
Nian, X., Irissappane, A. A. & Roijers, D. M., 2020, AAMAS 2020: Proceedings of the Nineteenth International Joint Conference on Autonomous Agents and Multi-Agent Systems. IFAAMAS, p. 931–938Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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)
Activities
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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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Interactive Multi-Objective Reinforcement Learning
Diederik Roijers (Speaker)14 Aug 2017Activity: Talk or presentation › Talk at an external academic organisation
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Multi-Objective Decision Making with Users and Agents
Diederik Roijers (Speaker)8 Mar 2017Activity: Talk or presentation › Talk at an external academic organisation
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Efficient evaluation of influenza mitigation strategies using preventive bandits
Pieter Libin (Speaker), Timothy Verstraeten (Contributor), Kristof Theys (Contributor), Diederik Roijers (Contributor), Peter Vrancx (Contributor), Ann Nowe (Contributor)8 May 2017Activity: Talk or presentation › Talk or presentation at a workshop/seminar