Diederik M. Roijers

Cited by

	All	Since 2018
Citations	2504	2147
h-index	26	22
i10-index	44	42

660

330

165

495

201420152016201720182019202020212022202356 72 84 132 164 206 374 412 659 324

Public access

View all

30 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Nowe AnnGewoon hoogleraarVerified email at vub.be
Shimon WhitesonProfessor of Computer Science, University of Oxford / Head of Research, Waymo UKVerified email at cs.ox.ac.uk
Roxana RădulescuPost-doctoral researcher in Computer Science, Vrije Universiteit BrusselVerified email at vub.be
Patrick MannionLecturer Above the Bar / Assistant Professor in Computer Science, University of GalwayVerified email at universityofgalway.ie
Timothy VerstraetenPost-doctoral researcher in Computer Science, Vrije Universiteit BrusselVerified email at vub.be
Eugenio BargiacchiVrije Universiteit BrusselVerified email at ai.vub.ac.be
Frans A. OliehoekAssociate Professor at Delft University of TechnologyVerified email at tudelft.nl
Peter VamplewProfessor, Information Technology, Federation University AustraliaVerified email at federation.edu.au
Conor F. HayesLawrence Livermore National LabVerified email at llnl.gov
Richard DazeleyProfessor of Artificial Intelligence and Machine Learning, School of Information Technology, DeakinVerified email at deakin.edu.au
Denis SteckelmacherVrije Universiteit BrusselVerified email at ai.vub.ac.be
Enda HowleyAssociate Professor in Computer Science, University of GalwayVerified email at nuigalway.ie
Luisa ZintgrafDeepMindVerified email at deepmind.com
Mathieu ReymondVrije Universiteit BrusselVerified email at vub.be
Pieter LibinAssistant Professor, Vrije Universiteit BrusselVerified email at vub.be
Sander BakkesAssistant Professor, Utrecht UniversityVerified email at uu.nl
Willem RöpkeVrije Universiteit BrusselVerified email at vub.be
Matthijs T. J. SpaanDelft University of TechnologyVerified email at tudelft.nl
Gabriel de Oliveira RamosUniversidade do Vale do Rio dos SinosVerified email at unisinos.br
Johan KällströmPhD student, Linköping University; Distinguished Engineer Flight Training Systems, Saab AeronauticsVerified email at liu.se

Diederik M. Roijers

Other namesDiederik Roijers

Senior Researcher @ Vrije Universiteit Brussel & Academic Liaison AI Research @ City of Amsterdam

Verified email at ai.vub.ac.be - Homepage

Multiple Objectives Reinforcement Learning Decision-Theoretic Planning Multi-agent Systems Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A Survey of Multi-Objective Sequential Decision-Making DM Roijers, P Vamplew, S Whiteson, R Dazeley Journal of Artificial Intelligence Research, 2013	594	2013
Multi-objective deep reinforcement learning H Mossalam, YM Assael, DM Roijers, S Whiteson NIPS 2016 workshop on Deep Reinforcement Learning, 2016	122	2016
A practical guide to multi-objective reinforcement learning and planning CF Hayes, R Rădulescu, E Bargiacchi, J Källström, M Macfarlane, ... Autonomous Agents and Multi-Agent Systems Journal 36 (29), 1-59, 2022	107	2022
Multi-objective multi-agent decision making: a utility-based analysis and survey R Rădulescu, P Mannion, DM Roijers, A Nowé Autonomous Agents and Multi-Agent Systems 34 (1), 10, 2020	98	2020
Dynamic Weights in Multi-Objective Deep Reinforcement Learning A Abels, DM Roijers, T Lenaerts, A Nowé, D Steckelmacher ICML, 2019	94	2019
Towards Personalised Gaming via Facial Expression Recognition PM Blom, S Bakkes, CT Tan, S Whiteson, DM Roijers, R Valenti, T Gevers Proceedings of Tenth AAAI Conference on Artificial Intelligence and …, 2014	88	2014
Multi-Objective Decision Making DM Roijers, S Whiteson Synthesis Lectures on Artificial Intelligence and Machine Learning 11 (1), 1-129, 2017	87	2017
Coordination of electric vehicle charging through multiagent reinforcement learning FL Da Silva, CEH Nishida, DM Roijers, AHR Costa IEEE Transactions on Smart Grid 11 (3), 2347-2356, 2019	74	2019
Open-ended learning: a conceptual framework based on representational redescription S Doncieux, D Filliat, N Díaz-Rodríguez, T Hospedales, R Duro, A Coninx, ... Frontiers in neurorobotics 12, 59, 2018	63	2018
Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making LM Zintgraf, DM Roijers, S Linders, CM Jonker, A Nowé AAMAS, 2018	53	2018
Deep learning-based energy disaggregation and on/off detection of household appliances J Jiang, Q Kong, MD Plumbley, N Gilbert, M Hoogendoorn, DM Roijers ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (3), 1-21, 2021	49	2021
Computing convex coverage sets for faster multi-objective coordination DM Roijers, S Whiteson, FA Oliehoek Journal of Artificial Intelligence Research 52, 399-443, 2015	43	2015
Linear Support for Multi-Objective Coordination Graphs DM Roijers, S Whiteson, FA Oliehoek Proc. of the 2014 Autonomous Agents and Multi-Agent Systems conference, 2014	43	2014
Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems E Bargiacchi, T Verstraeten, DM Roijers, A Nowé, H Hasselt International Conference on Machine Learning, 491-499, 2018	39	2018
Point-Based Planning for Multi-Objective POMDPs DM Roijers, S Whiteson, FA Oliehoek IJCAI, 2015	38	2015
Time efficiency in optimization with a bayesian-evolutionary algorithm G Lan, JM Tomczak, DM Roijers, AE Eiben Swarm and Evolutionary Computation 69, 100970, 2022	37	2022
Bounded approximations for linear multi-objective planning under uncertainty DM Roijers, J Scharpff, MT Spaan, FA Oliehoek, M de Weerdt, S Whiteson ICAPS, 2014	36	2014
Solving transition-independent multi-agent MDPs with sparse interactions J Scharpff, D Roijers, F Oliehoek, M Spaan, M de Weerdt Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016	35	2016
Multi-objective Reinforcement Learning for the Expected Utility of the Return DM Roijers, D Steckelmacher, A Nowé Adaptive Learning Agents (ALA) workshop at AAMAS/ICML/IJCAI 18, 2018	34	2018
Directed Locomotion for Modular Robots with Evolvable Morphologies G Lan, M Jelisavcic, DM Roijers, E Haasdijk, AE Eiben PPSN, 2018	33	2018

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors