Diederik M. Roijers

Cited by

	All	Since 2018
Citations	2906	2552
h-index	27	24
i10-index	55	52

720

360

180

540

201420152016201720182019202020212022202355 72 85 131 166 215 379 415 663 710

Public access

View all

33 articles

1 article

available

not available

Based on funding mandates

Co-authors

Nowe AnnGewoon hoogleraarVerified email at vub.be
Shimon WhitesonProfessor of Computer Science, University of Oxford / Senior Staff Research Scientist, WaymoVerified 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
Conor F. HayesLawrence Livermore National LabVerified email at llnl.gov
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
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
Mathieu ReymondVrije Universiteit BrusselVerified email at vub.be
Luisa ZintgrafDeepMindVerified email at deepmind.com
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
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
Fredrik HeintzProfessor of Computer Science, Linköping UniversityVerified 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	650	2013
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	159	2022
Multi-objective deep reinforcement learning H Mossalam, YM Assael, DM Roijers, S Whiteson NIPS 2016 workshop on Deep Reinforcement Learning, 2016	145	2016
Dynamic Weights in Multi-Objective Deep Reinforcement Learning A Abels, DM Roijers, T Lenaerts, A Nowé, D Steckelmacher ICML, 2019	116	2019
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	111	2020
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	97	2019
Multi-Objective Decision Making DM Roijers, S Whiteson Synthesis Lectures on Artificial Intelligence and Machine Learning 11 (1), 1-129, 2017	93	2017
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	92	2014
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	67	2018
Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making LM Zintgraf, DM Roijers, S Linders, CM Jonker, A Nowé AAMAS, 2018	65	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	58	2021
Time efficiency in optimization with a bayesian-evolutionary algorithm G Lan, JM Tomczak, DM Roijers, AE Eiben Swarm and Evolutionary Computation 69, 100970, 2022	49	2022
Computing convex coverage sets for faster multi-objective coordination DM Roijers, S Whiteson, FA Oliehoek Journal of Artificial Intelligence Research 52, 399-443, 2015	48	2015
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	45	2018
Scalar reward is not enough: A response to Silver, Singh, Precup and Sutton (2021) P Vamplew, BJ Smith, J Kallstrom, G Ramos, R Radulescu, DM Roijers, ... Auton Agent Multi-Agent Syst 36, Article number 41, 2022	44	2022
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	44	2014
Learning directed locomotion in modular robots with evolvable morphologies G Lan, M De Carlo, F van Diggelen, JM Tomczak, DM Roijers, AE Eiben Applied Soft Computing 111, 107688, 2021	41	2021
Point-Based Planning for Multi-Objective POMDPs DM Roijers, S Whiteson, FA Oliehoek IJCAI, 2015	41	2015
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	37	2018
Directed Locomotion for Modular Robots with Evolvable Morphologies G Lan, M Jelisavcic, DM Roijers, E Haasdijk, AE Eiben PPSN, 2018	37	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